Overview

Brought to you by YData

Dataset statistics

Number of variables	67
Number of observations	4346
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.4 MiB
Average record size in memory	1.5 KiB

Variable types

Text	5
Categorical	32
Numeric	18
DateTime	3
Boolean	9

Alerts

`Type` has constant value "0"	Constant
`Claim_amount` is highly overall correlated with `Deductibles` and 6 other fields	High correlation
`Deductibles` is highly overall correlated with `Claim_amount` and 4 other fields	High correlation
`Depreciation` is highly overall correlated with `Insured_amount` and 3 other fields	High correlation
`Insurance_settlement_amount` is highly overall correlated with `Claim_amount` and 6 other fields	High correlation
`Insured_amount` is highly overall correlated with `Claim_amount` and 8 other fields	High correlation
`Premium_amount` is highly overall correlated with `Claim_amount` and 6 other fields	High correlation
`Repair_Cost` is highly overall correlated with `Claim_amount` and 6 other fields	High correlation
`Repair_estimates` is highly overall correlated with `Claim_amount` and 6 other fields	High correlation
`Salvage_value` is highly overall correlated with `Depreciation` and 2 other fields	High correlation
`Vehicle_value_market_value` is highly overall correlated with `Claim_amount` and 7 other fields	High correlation
`Policy_number` has unique values	Unique
`Vehicle_value_market_value` has unique values	Unique
`Repair_estimates` has unique values	Unique
`Repair_Cost` has unique values	Unique
`Depreciation` has unique values	Unique
`Salvage_value` has unique values	Unique
`Driving_License` has unique values	Unique
`RC_Book` has unique values	Unique
`Driver_license` has unique values	Unique
`Previous_claims` has 742 (17.1%) zeros	Zeros

Reproduction

Analysis started	2025-03-22 16:55:23.782804
Analysis finished	2025-03-22 16:56:45.344932
Duration	1 minute and 21.56 seconds
Software version	ydata-profiling vv4.15.1
Download configuration	config.json

Policy_number
Text

Unique

Distinct	4346
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	288.6 KiB

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	47806
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4346 ?
Unique (%)	100.0%

Sample

1st row	POL91142091
2nd row	POL99025488
3rd row	POL23635842
4th row	POL67645878
5th row	POL63547538

Value	Count	Frequency (%)
pol91142091	1	< 0.1%
pol59745890	1	< 0.1%
pol31065756	1	< 0.1%
pol68397232	1	< 0.1%
pol23635842	1	< 0.1%
pol67645878	1	< 0.1%
pol63547538	1	< 0.1%
pol63652428	1	< 0.1%
pol79963512	1	< 0.1%
pol95930571	1	< 0.1%
Other values (4336)	4336	99.8%

Most occurring characters

Value	Count	Frequency (%)
P	4346	9.1%
O	4346	9.1%
L	4346	9.1%
6	3629	7.6%
3	3567	7.5%
4	3542	7.4%
0	3481	7.3%
9	3479	7.3%
2	3450	7.2%
8	3437	7.2%
Other values (3)	10183	21.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	47806	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	4346	9.1%
O	4346	9.1%
L	4346	9.1%
6	3629	7.6%
3	3567	7.5%
4	3542	7.4%
0	3481	7.3%
9	3479	7.3%
2	3450	7.2%
8	3437	7.2%
Other values (3)	10183	21.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	47806	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	4346	9.1%
O	4346	9.1%
L	4346	9.1%
6	3629	7.6%
3	3567	7.5%
4	3542	7.4%
0	3481	7.3%
9	3479	7.3%
2	3450	7.2%
8	3437	7.2%
Other values (3)	10183	21.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	47806	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	4346	9.1%
O	4346	9.1%
L	4346	9.1%
6	3629	7.6%
3	3567	7.5%
4	3542	7.4%
0	3481	7.3%
9	3479	7.3%
2	3450	7.2%
8	3437	7.2%
Other values (3)	10183	21.3%

Type
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

0	4346

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4346	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4346	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	4346	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4346	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4346	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4346	100.0%

Coverage
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

1	1486
2	1439
0	1421

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	1486	34.2%
2	1439	33.1%
0	1421	32.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1486	34.2%
2	1439	33.1%
0	1421	32.7%

Most occurring characters

Value	Count	Frequency (%)
1	1486	34.2%
2	1439	33.1%
0	1421	32.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	1486	34.2%
2	1439	33.1%
0	1421	32.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	1486	34.2%
2	1439	33.1%
0	1421	32.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	1486	34.2%
2	1439	33.1%
0	1421	32.7%

Coverage_Add_Ons
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

0	904
1	873
4	871
2	850
3	848

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	2
3rd row	3
4th row	2
5th row	3

Common Values

Value	Count	Frequency (%)
0	904	20.8%
1	873	20.1%
4	871	20.0%
2	850	19.6%
3	848	19.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	904	20.8%
1	873	20.1%
4	871	20.0%
2	850	19.6%
3	848	19.5%

Most occurring characters

Value	Count	Frequency (%)
0	904	20.8%
1	873	20.1%
4	871	20.0%
2	850	19.6%
3	848	19.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	904	20.8%
1	873	20.1%
4	871	20.0%
2	850	19.6%
3	848	19.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	904	20.8%
1	873	20.1%
4	871	20.0%
2	850	19.6%
3	848	19.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	904	20.8%
1	873	20.1%
4	871	20.0%
2	850	19.6%
3	848	19.5%

Policy_Status
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

1	1497
2	1444
0	1405

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	0
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	1497	34.4%
2	1444	33.2%
0	1405	32.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1497	34.4%
2	1444	33.2%
0	1405	32.3%

Most occurring characters

Value	Count	Frequency (%)
1	1497	34.4%
2	1444	33.2%
0	1405	32.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	1497	34.4%
2	1444	33.2%
0	1405	32.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	1497	34.4%
2	1444	33.2%
0	1405	32.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	1497	34.4%
2	1444	33.2%
0	1405	32.3%

Insured_amount
Real number (ℝ)

High correlation

Distinct	4341
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1004247.6

Minimum	200108
Maximum	1999703
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.9 KiB

Quantile statistics

Minimum	200108
5-th percentile	282840.25
Q1	586583.25
median	986946.5
Q3	1393596.8
95-th percentile	1825365.8
Maximum	1999703
Range	1799595
Interquartile range (IQR)	807013.5

Descriptive statistics

Standard deviation	484971.36
Coefficient of variation (CV)	0.4829201
Kurtosis	-1.0470319
Mean	1004247.6
Median Absolute Deviation (MAD)	404298
Skewness	0.17989964
Sum	4.3644602 × 10⁹
Variance	2.3519722 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1489199	2	< 0.1%
1553777	2	< 0.1%
1475051	2	< 0.1%
1027162	2	< 0.1%
556229	2	< 0.1%
752363	1	< 0.1%
269457	1	< 0.1%
674856	1	< 0.1%
656823	1	< 0.1%
318301	1	< 0.1%
Other values (4331)	4331	99.7%

Value	Count	Frequency (%)
200108	1	< 0.1%
200453	1	< 0.1%
200724	1	< 0.1%
200802	1	< 0.1%
201441	1	< 0.1%
201827	1	< 0.1%
202299	1	< 0.1%
203205	1	< 0.1%
203215	1	< 0.1%
203280	1	< 0.1%

Value	Count	Frequency (%)
1999703	1	< 0.1%
1998589	1	< 0.1%
1998462	1	< 0.1%
1998183	1	< 0.1%
1995837	1	< 0.1%
1995534	1	< 0.1%
1993575	1	< 0.1%
1992828	1	< 0.1%
1992787	1	< 0.1%
1990502	1	< 0.1%

Premium_amount
Real number (ℝ)

High correlation

Distinct	4169
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	-1.4584839
Maximum	3.1764167
Zeros	0
Zeros (%)	0.0%
Negative	2537
Negative (%)	58.4%
Memory size	67.9 KiB

Quantile statistics

Minimum	-1.4584839
5-th percentile	-1.2369283
Q1	-0.79817476
median	-0.23474288
Q3	0.63874269
95-th percentile	1.973352
Maximum	3.1764167
Range	4.6349006
Interquartile range (IQR)	1.4369175

Descriptive statistics

Standard deviation	1.0001151
Coefficient of variation (CV)	nan
Kurtosis	-0.081381812
Mean	0
Median Absolute Deviation (MAD)	0.66339956
Skewness	0.8039111
Sum	3.952394 × 10^-14
Variance	1.0002301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.08601747913	3	0.1%
-0.3505766045	3	0.1%
-0.7843776445	3	0.1%
-0.010394246	3	0.1%
-0.841479868	3	0.1%
-0.6217604429	3	0.1%
0.5511626744	2	< 0.1%
-0.5503826636	2	< 0.1%
0.1103273025	2	< 0.1%
-1.28009115	2	< 0.1%
Other values (4159)	4320	99.4%

Value	Count	Frequency (%)
-1.458483875	1	< 0.1%
-1.457656307	1	< 0.1%
-1.443484197	1	< 0.1%
-1.442760074	1	< 0.1%
-1.423932892	1	< 0.1%
-1.41808819	1	< 0.1%
-1.415967546	1	< 0.1%
-1.409657336	1	< 0.1%
-1.408674599	1	< 0.1%
-1.402674727	1	< 0.1%

Value	Count	Frequency (%)
3.176416709	1	< 0.1%
3.162968722	1	< 0.1%
3.15200344	1	< 0.1%
3.144141539	1	< 0.1%
3.140676096	1	< 0.1%
3.119573101	1	< 0.1%
3.093142633	1	< 0.1%
3.090556482	1	< 0.1%
3.086832424	1	< 0.1%
3.079280862	1	< 0.1%

Issuance_date
Date

Distinct	366
Distinct (%)	8.4%
Missing	0
Missing (%)	0.0%
Memory size	67.9 KiB

Minimum	2024-03-18 00:00:00
Maximum	2025-03-18 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Payment_status
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

1	2178
0	2168

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	2178	50.1%
0	2168	49.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2178	50.1%
0	2168	49.9%

Most occurring characters

Value	Count	Frequency (%)
1	2178	50.1%
0	2168	49.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	2178	50.1%
0	2168	49.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	2178	50.1%
0	2168	49.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	2178	50.1%
0	2168	49.9%

Payment_Frequency
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

0	910
1	891
2	858
4	849
3	838

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	0
3rd row	4
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
0	910	20.9%
1	891	20.5%
2	858	19.7%
4	849	19.5%
3	838	19.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	910	20.9%
1	891	20.5%
2	858	19.7%
4	849	19.5%
3	838	19.3%

Most occurring characters

Value	Count	Frequency (%)
0	910	20.9%
1	891	20.5%
2	858	19.7%
4	849	19.5%
3	838	19.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	910	20.9%
1	891	20.5%
2	858	19.7%
4	849	19.5%
3	838	19.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	910	20.9%
1	891	20.5%
2	858	19.7%
4	849	19.5%
3	838	19.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	910	20.9%
1	891	20.5%
2	858	19.7%
4	849	19.5%
3	838	19.3%

Policy_renewal_date
Date

Distinct	726
Distinct (%)	16.7%
Missing	0
Missing (%)	0.0%
Memory size	67.9 KiB

Minimum	2025-03-19 00:00:00
Maximum	2027-03-18 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Claimant_age
Real number (ℝ)

Distinct	53
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.88081

Minimum	18
Maximum	70
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.9 KiB

Quantile statistics

Minimum	18
5-th percentile	20
Q1	31
median	44
Q3	57
95-th percentile	68
Maximum	70
Range	52
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	15.19109
Coefficient of variation (CV)	0.34618983
Kurtosis	-1.1844569
Mean	43.88081
Median Absolute Deviation (MAD)	13
Skewness	0.019610813
Sum	190706
Variance	230.76922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	110	2.5%
47	101	2.3%
32	99	2.3%
34	98	2.3%
19	96	2.2%
69	95	2.2%
49	94	2.2%
66	94	2.2%
54	94	2.2%
53	93	2.1%
Other values (43)	3372	77.6%

Value	Count	Frequency (%)
18	77	1.8%
19	96	2.2%
20	69	1.6%
21	76	1.7%
22	76	1.7%
23	79	1.8%
24	90	2.1%
25	81	1.9%
26	90	2.1%
27	59	1.4%

Value	Count	Frequency (%)
70	75	1.7%
69	95	2.2%
68	72	1.7%
67	69	1.6%
66	94	2.2%
65	79	1.8%
64	78	1.8%
63	82	1.9%
62	75	1.7%
61	83	1.9%

Claimant_driver_history
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	295.7 KiB

1 accident	1104
Clean	1100
2 minor accidents	1075
One speeding ticket	1067

Length

Max length	19
Median length	17
Mean length	12.675564
Min length	5

Characters and Unicode

Total characters	55088
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1 accident
2nd row	2 minor accidents
3rd row	Clean
4th row	One speeding ticket
5th row	2 minor accidents

Common Values

Value	Count	Frequency (%)
1 accident	1104	25.4%
Clean	1100	25.3%
2 minor accidents	1075	24.7%
One speeding ticket	1067	24.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1104	11.3%
accident	1104	11.3%
clean	1100	11.3%
2	1075	11.0%
minor	1075	11.0%
accidents	1075	11.0%
one	1067	11.0%
speeding	1067	11.0%
ticket	1067	11.0%

Most occurring characters

Value	Count	Frequency (%)
e	7547	13.7%
n	6488	11.8%
c	5425	9.8%
	5388	9.8%
i	5388	9.8%
t	4313	7.8%
a	3279	6.0%
d	3246	5.9%
s	2142	3.9%
1	1104	2.0%
Other values (10)	10768	19.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	55088	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	7547	13.7%
n	6488	11.8%
c	5425	9.8%
	5388	9.8%
i	5388	9.8%
t	4313	7.8%
a	3279	6.0%
d	3246	5.9%
s	2142	3.9%
1	1104	2.0%
Other values (10)	10768	19.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	55088	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	7547	13.7%
n	6488	11.8%
c	5425	9.8%
	5388	9.8%
i	5388	9.8%
t	4313	7.8%
a	3279	6.0%
d	3246	5.9%
s	2142	3.9%
1	1104	2.0%
Other values (10)	10768	19.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	55088	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	7547	13.7%
n	6488	11.8%
c	5425	9.8%
	5388	9.8%
i	5388	9.8%
t	4313	7.8%
a	3279	6.0%
d	3246	5.9%
s	2142	3.9%
1	1104	2.0%
Other values (10)	10768	19.5%

Vehicle_condition
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

1	2229
0	2117

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	2229	51.3%
0	2117	48.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2229	51.3%
0	2117	48.7%

Most occurring characters

Value	Count	Frequency (%)
1	2229	51.3%
0	2117	48.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	2229	51.3%
0	2117	48.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	2229	51.3%
0	2117	48.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	2229	51.3%
0	2117	48.7%

Vehicle_value_market_value
Real number (ℝ)

High correlation Unique

Distinct	4346
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.8286488 × 10^-17

Minimum	-1.5985397
Maximum	3.39112
Zeros	0
Zeros (%)	0.0%
Negative	2406
Negative (%)	55.4%
Memory size	67.9 KiB

Quantile statistics

Minimum	-1.5985397
5-th percentile	-1.3447857
Q1	-0.7970125
median	-0.15084729
Q3	0.67914552
95-th percentile	1.863378
Maximum	3.39112
Range	4.9896597
Interquartile range (IQR)	1.476158

Descriptive statistics

Standard deviation	1.0001151
Coefficient of variation (CV)	1.1328065 × 10¹⁶
Kurtosis	-0.14088383
Mean	8.8286488 × 10^-17
Median Absolute Deviation (MAD)	0.71597388
Skewness	0.64892893
Sum	3.539391 × 10^-13
Variance	1.0002301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.136914631	1	< 0.1%
-0.4915389816	1	< 0.1%
-1.177561869	1	< 0.1%
0.7180126071	1	< 0.1%
0.8884618417	1	< 0.1%
-0.106552078	1	< 0.1%
0.3767306061	1	< 0.1%
-0.4483235273	1	< 0.1%
-1.061619095	1	< 0.1%
-1.204931932	1	< 0.1%
Other values (4336)	4336	99.8%

Value	Count	Frequency (%)
-1.598539653	1	< 0.1%
-1.591589039	1	< 0.1%
-1.591487472	1	< 0.1%
-1.580184523	1	< 0.1%
-1.575394533	1	< 0.1%
-1.572761281	1	< 0.1%
-1.571551569	1	< 0.1%
-1.564421513	1	< 0.1%
-1.561832832	1	< 0.1%
-1.561571016	1	< 0.1%

Value	Count	Frequency (%)
3.391120036	1	< 0.1%
3.345056984	1	< 0.1%
3.344919082	1	< 0.1%
3.302176458	1	< 0.1%
3.297607849	1	< 0.1%
3.261097341	1	< 0.1%
3.169311903	1	< 0.1%
3.159476679	1	< 0.1%
3.136914631	1	< 0.1%
3.127073204	1	< 0.1%

Vehicle_type_sedan_SUV_etc
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

2	1473
0	1438
1	1435

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	2
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
2	1473	33.9%
0	1438	33.1%
1	1435	33.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1473	33.9%
0	1438	33.1%
1	1435	33.0%

Most occurring characters

Value	Count	Frequency (%)
2	1473	33.9%
0	1438	33.1%
1	1435	33.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	1473	33.9%
0	1438	33.1%
1	1435	33.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	1473	33.9%
0	1438	33.1%
1	1435	33.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	1473	33.9%
0	1438	33.1%
1	1435	33.0%

Vehicle_history_accident_repair_history
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	284.4 KiB

No accidents	1452
1 accident	1449
1 repair	1445

Length

Max length	12
Median length	10
Mean length	10.003221
Min length	8

Characters and Unicode

Total characters	43474
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1 accident
2nd row	No accidents
3rd row	1 repair
4th row	1 accident
5th row	1 repair

Common Values

Value	Count	Frequency (%)
No accidents	1452	33.4%
1 accident	1449	33.3%
1 repair	1445	33.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2894	33.3%
no	1452	16.7%
accidents	1452	16.7%
accident	1449	16.7%
repair	1445	16.6%

Most occurring characters

Value	Count	Frequency (%)
c	5802	13.3%
	4346	10.0%
a	4346	10.0%
i	4346	10.0%
e	4346	10.0%
d	2901	6.7%
n	2901	6.7%
t	2901	6.7%
1	2894	6.7%
r	2890	6.6%
Other values (4)	5801	13.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	43474	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
c	5802	13.3%
	4346	10.0%
a	4346	10.0%
i	4346	10.0%
e	4346	10.0%
d	2901	6.7%
n	2901	6.7%
t	2901	6.7%
1	2894	6.7%
r	2890	6.6%
Other values (4)	5801	13.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	43474	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
c	5802	13.3%
	4346	10.0%
a	4346	10.0%
i	4346	10.0%
e	4346	10.0%
d	2901	6.7%
n	2901	6.7%
t	2901	6.7%
1	2894	6.7%
r	2890	6.6%
Other values (4)	5801	13.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	43474	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
c	5802	13.3%
	4346	10.0%
a	4346	10.0%
i	4346	10.0%
e	4346	10.0%
d	2901	6.7%
n	2901	6.7%
t	2901	6.7%
1	2894	6.7%
r	2890	6.6%
Other values (4)	5801	13.3%

Fuel_type
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

1	2252
0	2094

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	2252	51.8%
0	2094	48.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2252	51.8%
0	2094	48.2%

Most occurring characters

Value	Count	Frequency (%)
1	2252	51.8%
0	2094	48.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	2252	51.8%
0	2094	48.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	2252	51.8%
0	2094	48.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	2252	51.8%
0	2094	48.2%

Insurance_coverage_type
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

0	2180
1	2166

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	2180	50.2%
1	2166	49.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2180	50.2%
1	2166	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	2180	50.2%
1	2166	49.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2180	50.2%
1	2166	49.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2180	50.2%
1	2166	49.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2180	50.2%
1	2166	49.8%

Odometer_reading
Real number (ℝ)

Distinct	4228
Distinct (%)	97.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54718.543

Minimum	10025
Maximum	99990
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.9 KiB

Quantile statistics

Minimum	10025
5-th percentile	14384.5
Q1	31711.75
median	54421.5
Q3	77507.75
95-th percentile	95513
Maximum	99990
Range	89965
Interquartile range (IQR)	45796

Descriptive statistics

Standard deviation	26047.14
Coefficient of variation (CV)	0.47602034
Kurtosis	-1.2067349
Mean	54718.543
Median Absolute Deviation (MAD)	22904.5
Skewness	0.023154418
Sum	2.3780679 × 10⁸
Variance	6.7845349 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14029	3	0.1%
80438	3	0.1%
91186	3	0.1%
56122	2	< 0.1%
72620	2	< 0.1%
99571	2	< 0.1%
29022	2	< 0.1%
42593	2	< 0.1%
92328	2	< 0.1%
83570	2	< 0.1%
Other values (4218)	4323	99.5%

Value	Count	Frequency (%)
10025	1	< 0.1%
10032	1	< 0.1%
10034	1	< 0.1%
10067	1	< 0.1%
10077	1	< 0.1%
10096	2	< 0.1%
10135	1	< 0.1%
10156	1	< 0.1%
10169	1	< 0.1%
10181	1	< 0.1%

Value	Count	Frequency (%)
99990	1	< 0.1%
99961	1	< 0.1%
99932	1	< 0.1%
99908	1	< 0.1%
99896	1	< 0.1%
99881	1	< 0.1%
99871	1	< 0.1%
99824	2	< 0.1%
99807	1	< 0.1%
99797	1	< 0.1%

Vehicle_safety_features
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	334.1 KiB

Airbags, ABS, EBD	1121
Airbags, ABS, Reverse Sensors	1098
Airbags, ABS	1067
Airbags, ABS, Parking Sensors	1060

Length

Max length	29
Median length	17
Mean length	21.731017
Min length	12

Characters and Unicode

Total characters	94443
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Airbags, ABS
2nd row	Airbags, ABS
3rd row	Airbags, ABS
4th row	Airbags, ABS, Parking Sensors
5th row	Airbags, ABS

Common Values

Value	Count	Frequency (%)
Airbags, ABS, EBD	1121	25.8%
Airbags, ABS, Reverse Sensors	1098	25.3%
Airbags, ABS	1067	24.6%
Airbags, ABS, Parking Sensors	1060	24.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
airbags	4346	30.8%
abs	4346	30.8%
sensors	2158	15.3%
ebd	1121	7.9%
reverse	1098	7.8%
parking	1060	7.5%

Most occurring characters

Value	Count	Frequency (%)
	9783	10.4%
s	9760	10.3%
A	8692	9.2%
r	8662	9.2%
,	7625	8.1%
S	6504	6.9%
B	5467	5.8%
e	5452	5.8%
g	5406	5.7%
a	5406	5.7%
Other values (10)	21686	23.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	94443	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	9783	10.4%
s	9760	10.3%
A	8692	9.2%
r	8662	9.2%
,	7625	8.1%
S	6504	6.9%
B	5467	5.8%
e	5452	5.8%
g	5406	5.7%
a	5406	5.7%
Other values (10)	21686	23.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	94443	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	9783	10.4%
s	9760	10.3%
A	8692	9.2%
r	8662	9.2%
,	7625	8.1%
S	6504	6.9%
B	5467	5.8%
e	5452	5.8%
g	5406	5.7%
a	5406	5.7%
Other values (10)	21686	23.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	94443	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	9783	10.4%
s	9760	10.3%
A	8692	9.2%
r	8662	9.2%
,	7625	8.1%
S	6504	6.9%
B	5467	5.8%
e	5452	5.8%
g	5406	5.7%
a	5406	5.7%
Other values (10)	21686	23.0%

Location
Text

Distinct	3784
Distinct (%)	87.1%
Missing	0
Missing (%)	0.0%
Memory size	293.2 KiB

Length

Max length	23
Median length	20
Mean length	12.079613
Min length	6

Characters and Unicode

Total characters	52498
Distinct characters	52
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3353 ?
Unique (%)	77.2%

Sample

1st row	Lake Michael
2nd row	Atkinsontown
3rd row	Port Vanessa
4th row	Lake Stephanieville
5th row	New James

Value	Count	Frequency (%)
new	333	5.1%
east	331	5.1%
west	327	5.0%
lake	319	4.9%
north	301	4.6%
port	299	4.6%
south	293	4.5%
michael	28	0.4%
christopher	27	0.4%
jennifer	18	0.3%
Other values (3010)	4273	65.2%

Most occurring characters

Value	Count	Frequency (%)
e	5120	9.8%
r	4109	7.8%
t	4075	7.8%
a	4070	7.8%
o	3582	6.8%
h	2969	5.7%
n	2747	5.2%
i	2584	4.9%
s	2528	4.8%
	2203	4.2%
Other values (42)	18511	35.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	52498	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	5120	9.8%
r	4109	7.8%
t	4075	7.8%
a	4070	7.8%
o	3582	6.8%
h	2969	5.7%
n	2747	5.2%
i	2584	4.9%
s	2528	4.8%
	2203	4.2%
Other values (42)	18511	35.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	52498	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	5120	9.8%
r	4109	7.8%
t	4075	7.8%
a	4070	7.8%
o	3582	6.8%
h	2969	5.7%
n	2747	5.2%
i	2584	4.9%
s	2528	4.8%
	2203	4.2%
Other values (42)	18511	35.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	52498	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	5120	9.8%
r	4109	7.8%
t	4075	7.8%
a	4070	7.8%
o	3582	6.8%
h	2969	5.7%
n	2747	5.2%
i	2584	4.9%
s	2528	4.8%
	2203	4.2%
Other values (42)	18511	35.3%

Nature_of_incident
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

1	925
4	895
0	850
3	841
2	835

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	2
3rd row	3
4th row	4
5th row	2

Common Values

Value	Count	Frequency (%)
1	925	21.3%
4	895	20.6%
0	850	19.6%
3	841	19.4%
2	835	19.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	925	21.3%
4	895	20.6%
0	850	19.6%
3	841	19.4%
2	835	19.2%

Most occurring characters

Value	Count	Frequency (%)
1	925	21.3%
4	895	20.6%
0	850	19.6%
3	841	19.4%
2	835	19.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	925	21.3%
4	895	20.6%
0	850	19.6%
3	841	19.4%
2	835	19.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	925	21.3%
4	895	20.6%
0	850	19.6%
3	841	19.4%
2	835	19.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	925	21.3%
4	895	20.6%
0	850	19.6%
3	841	19.4%
2	835	19.2%

Incident_severity_level
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

1	1476
2	1442
0	1428

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	0
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
1	1476	34.0%
2	1442	33.2%
0	1428	32.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1476	34.0%
2	1442	33.2%
0	1428	32.9%

Most occurring characters

Value	Count	Frequency (%)
1	1476	34.0%
2	1442	33.2%
0	1428	32.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	1476	34.0%
2	1442	33.2%
0	1428	32.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	1476	34.0%
2	1442	33.2%
0	1428	32.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	1476	34.0%
2	1442	33.2%
0	1428	32.9%

Weather_conditions_at_the_time_of_the_accident
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

3	882
1	876
0	876
2	860
4	852

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	3
3rd row	4
4th row	3
5th row	2

Common Values

Value	Count	Frequency (%)
3	882	20.3%
1	876	20.2%
0	876	20.2%
2	860	19.8%
4	852	19.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	882	20.3%
1	876	20.2%
0	876	20.2%
2	860	19.8%
4	852	19.6%

Most occurring characters

Value	Count	Frequency (%)
3	882	20.3%
1	876	20.2%
0	876	20.2%
2	860	19.8%
4	852	19.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	882	20.3%
1	876	20.2%
0	876	20.2%
2	860	19.8%
4	852	19.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	882	20.3%
1	876	20.2%
0	876	20.2%
2	860	19.8%
4	852	19.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	882	20.3%
1	876	20.2%
0	876	20.2%
2	860	19.8%
4	852	19.6%

Traffic_condition_at_the_time_of_incident
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	267.3 KiB

Light	1466
Heavy	1443
Moderate	1437

Length

Max length	8
Median length	5
Mean length	5.9919466
Min length	5

Characters and Unicode

Total characters	26041
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Moderate
2nd row	Light
3rd row	Light
4th row	Moderate
5th row	Heavy

Common Values

Value	Count	Frequency (%)
Light	1466	33.7%
Heavy	1443	33.2%
Moderate	1437	33.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
light	1466	33.7%
heavy	1443	33.2%
moderate	1437	33.1%

Most occurring characters

Value	Count	Frequency (%)
e	4317	16.6%
t	2903	11.1%
a	2880	11.1%
L	1466	5.6%
i	1466	5.6%
g	1466	5.6%
h	1466	5.6%
H	1443	5.5%
v	1443	5.5%
y	1443	5.5%
Other values (4)	5748	22.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	26041	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	4317	16.6%
t	2903	11.1%
a	2880	11.1%
L	1466	5.6%
i	1466	5.6%
g	1466	5.6%
h	1466	5.6%
H	1443	5.5%
v	1443	5.5%
y	1443	5.5%
Other values (4)	5748	22.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	26041	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	4317	16.6%
t	2903	11.1%
a	2880	11.1%
L	1466	5.6%
i	1466	5.6%
g	1466	5.6%
h	1466	5.6%
H	1443	5.5%
v	1443	5.5%
y	1443	5.5%
Other values (4)	5748	22.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	26041	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	4317	16.6%
t	2903	11.1%
a	2880	11.1%
L	1466	5.6%
i	1466	5.6%
g	1466	5.6%
h	1466	5.6%
H	1443	5.5%
v	1443	5.5%
y	1443	5.5%
Other values (4)	5748	22.1%

Incident_description
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	300.5 KiB

Rear-ended car	895
Pedestrian hit	889
Scratched car	861
Hit by a truck	855
Stolen vehicle	846

Length

Max length	14
Median length	14
Mean length	13.801887
Min length	13

Characters and Unicode

Total characters	59983
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Scratched car
2nd row	Hit by a truck
3rd row	Rear-ended car
4th row	Pedestrian hit
5th row	Pedestrian hit

Common Values

Value	Count	Frequency (%)
Rear-ended car	895	20.6%
Pedestrian hit	889	20.5%
Scratched car	861	19.8%
Hit by a truck	855	19.7%
Stolen vehicle	846	19.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
car	1756	16.9%
hit	1744	16.8%
rear-ended	895	8.6%
pedestrian	889	8.5%
scratched	861	8.3%
by	855	8.2%
a	855	8.2%
truck	855	8.2%
stolen	846	8.1%
vehicle	846	8.1%

Most occurring characters

Value	Count	Frequency (%)
e	7862	13.1%
	6056	10.1%
a	5256	8.8%
r	5256	8.8%
t	5195	8.7%
c	5179	8.6%
d	3540	5.9%
i	3479	5.8%
n	2630	4.4%
h	2596	4.3%
Other values (13)	12934	21.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	59983	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	7862	13.1%
	6056	10.1%
a	5256	8.8%
r	5256	8.8%
t	5195	8.7%
c	5179	8.6%
d	3540	5.9%
i	3479	5.8%
n	2630	4.4%
h	2596	4.3%
Other values (13)	12934	21.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	59983	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	7862	13.1%
	6056	10.1%
a	5256	8.8%
r	5256	8.8%
t	5195	8.7%
c	5179	8.6%
d	3540	5.9%
i	3479	5.8%
n	2630	4.4%
h	2596	4.3%
Other values (13)	12934	21.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	59983	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	7862	13.1%
	6056	10.1%
a	5256	8.8%
r	5256	8.8%
t	5195	8.7%
c	5179	8.6%
d	3540	5.9%
i	3479	5.8%
n	2630	4.4%
h	2596	4.3%
Other values (13)	12934	21.6%

Involvement_of_pedestrians_or_animals
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

True	2176
False	2170

Value	Count	Frequency (%)
True	2176	50.1%
False	2170	49.9%

Cause_of_incident
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

1	1180
3	1093
2	1055
0	1018

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	1
3rd row	0
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
1	1180	27.2%
3	1093	25.1%
2	1055	24.3%
0	1018	23.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1180	27.2%
3	1093	25.1%
2	1055	24.3%
0	1018	23.4%

Most occurring characters

Value	Count	Frequency (%)
1	1180	27.2%
3	1093	25.1%
2	1055	24.3%
0	1018	23.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	1180	27.2%
3	1093	25.1%
2	1055	24.3%
0	1018	23.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	1180	27.2%
3	1093	25.1%
2	1055	24.3%
0	1018	23.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	1180	27.2%
3	1093	25.1%
2	1055	24.3%
0	1018	23.4%

Damage_to_property_outside_the_vehicle
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

True	2220
False	2126

Value	Count	Frequency (%)
True	2220	51.1%
False	2126	48.9%

Own_Damage
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

False	2254
True	2092

Value	Count	Frequency (%)
False	2254	51.9%
True	2092	48.1%

Third_Party
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

True	2183
False	2163

Value	Count	Frequency (%)
True	2183	50.2%
False	2163	49.8%

Comprehensive
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

False	2217
True	2129

Value	Count	Frequency (%)
False	2217	51.0%
True	2129	49.0%

Extent_of_damage
Real number (ℝ)

Distinct	4108
Distinct (%)	94.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29746.894

Minimum	10006
Maximum	49998
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.9 KiB

Quantile statistics

Minimum	10006
5-th percentile	11963.5
Q1	19692.25
median	29684.5
Q3	39438.5
95-th percentile	48024.75
Maximum	49998
Range	39992
Interquartile range (IQR)	19746.25

Descriptive statistics

Standard deviation	11509.284
Coefficient of variation (CV)	0.38690707
Kurtosis	-1.176183
Mean	29746.894
Median Absolute Deviation (MAD)	9908.5
Skewness	0.020182686
Sum	1.2928 × 10⁸
Variance	1.3246361 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22999	3	0.1%
30215	3	0.1%
16732	3	0.1%
14357	3	0.1%
26829	3	0.1%
42007	3	0.1%
10934	3	0.1%
23596	3	0.1%
12384	3	0.1%
17498	2	< 0.1%
Other values (4098)	4317	99.3%

Value	Count	Frequency (%)
10006	1	< 0.1%
10014	1	< 0.1%
10036	2	< 0.1%
10040	1	< 0.1%
10044	1	< 0.1%
10049	1	< 0.1%
10051	1	< 0.1%
10064	1	< 0.1%
10067	1	< 0.1%
10070	1	< 0.1%

Value	Count	Frequency (%)
49998	1	< 0.1%
49994	1	< 0.1%
49965	1	< 0.1%
49925	1	< 0.1%
49918	1	< 0.1%
49908	1	< 0.1%
49905	1	< 0.1%
49903	1	< 0.1%
49896	1	< 0.1%
49894	1	< 0.1%

Repair_estimates
Real number (ℝ)

High correlation Unique

Distinct	4346
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.356996 × 10^-16

Minimum	-1.4173501
Maximum	3.3166835
Zeros	0
Zeros (%)	0.0%
Negative	2515
Negative (%)	57.9%
Memory size	67.9 KiB

Quantile statistics

Minimum	-1.4173501
5-th percentile	-1.2024627
Q1	-0.80401444
median	-0.24606611
Q3	0.63968069
95-th percentile	1.9499049
Maximum	3.3166835
Range	4.7340335
Interquartile range (IQR)	1.4436951

Descriptive statistics

Standard deviation	1.0001151
Coefficient of variation (CV)	7.3700663 × 10¹⁵
Kurtosis	0.15629946
Mean	1.356996 × 10^-16
Median Absolute Deviation (MAD)	0.65958023
Skewness	0.87437456
Sum	5.3934635 × 10^-13
Variance	1.0002301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.311190672	1	< 0.1%
2.946374617	1	< 0.1%
-0.7891739754	1	< 0.1%
1.319925484	1	< 0.1%
-0.3115124506	1	< 0.1%
-0.6751129855	1	< 0.1%
-0.6397320629	1	< 0.1%
-0.9938247734	1	< 0.1%
-0.4333457237	1	< 0.1%
-0.9757156452	1	< 0.1%
Other values (4336)	4336	99.8%

Value	Count	Frequency (%)
-1.417350053	1	< 0.1%
-1.415172206	1	< 0.1%
-1.41140797	1	< 0.1%
-1.41076481	1	< 0.1%
-1.400360384	1	< 0.1%
-1.391853553	1	< 0.1%
-1.388896471	1	< 0.1%
-1.388321793	1	< 0.1%
-1.387394767	1	< 0.1%
-1.38334472	1	< 0.1%

Value	Count	Frequency (%)
3.316683468	1	< 0.1%
3.310155184	1	< 0.1%
3.289462122	1	< 0.1%
3.283590516	1	< 0.1%
3.266312634	1	< 0.1%
3.263470339	1	< 0.1%
3.26299665	1	< 0.1%
3.257333332	1	< 0.1%
3.255275004	1	< 0.1%
3.233958874	1	< 0.1%

Repair_Cost
Real number (ℝ)

High correlation Unique

Distinct	4346
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.356996 × 10^-16

Minimum	-1.4173501
Maximum	3.3166835
Zeros	0
Zeros (%)	0.0%
Negative	2515
Negative (%)	57.9%
Memory size	67.9 KiB

Quantile statistics

Minimum	-1.4173501
5-th percentile	-1.2024627
Q1	-0.80401444
median	-0.24606611
Q3	0.63968069
95-th percentile	1.9499049
Maximum	3.3166835
Range	4.7340335
Interquartile range (IQR)	1.4436951

Descriptive statistics

Standard deviation	1.0001151
Coefficient of variation (CV)	7.3700663 × 10¹⁵
Kurtosis	0.15629946
Mean	1.356996 × 10^-16
Median Absolute Deviation (MAD)	0.65958023
Skewness	0.87437456
Sum	5.3934635 × 10^-13
Variance	1.0002301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.311190672	1	< 0.1%
2.946374617	1	< 0.1%
-0.7891739754	1	< 0.1%
1.319925484	1	< 0.1%
-0.3115124506	1	< 0.1%
-0.6751129855	1	< 0.1%
-0.6397320629	1	< 0.1%
-0.9938247734	1	< 0.1%
-0.4333457237	1	< 0.1%
-0.9757156452	1	< 0.1%
Other values (4336)	4336	99.8%

Value	Count	Frequency (%)
-1.417350053	1	< 0.1%
-1.415172206	1	< 0.1%
-1.41140797	1	< 0.1%
-1.41076481	1	< 0.1%
-1.400360384	1	< 0.1%
-1.391853553	1	< 0.1%
-1.388896471	1	< 0.1%
-1.388321793	1	< 0.1%
-1.387394767	1	< 0.1%
-1.38334472	1	< 0.1%

Value	Count	Frequency (%)
3.316683468	1	< 0.1%
3.310155184	1	< 0.1%
3.289462122	1	< 0.1%
3.283590516	1	< 0.1%
3.266312634	1	< 0.1%
3.263470339	1	< 0.1%
3.26299665	1	< 0.1%
3.257333332	1	< 0.1%
3.255275004	1	< 0.1%
3.233958874	1	< 0.1%

Depreciation
Real number (ℝ)

High correlation Unique

Distinct	4346
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-9.8096098 × 10^-18

Minimum	-1.4696983
Maximum	3.1168323
Zeros	0
Zeros (%)	0.0%
Negative	2517
Negative (%)	57.9%
Memory size	67.9 KiB

Quantile statistics

Minimum	-1.4696983
5-th percentile	-1.2429688
Q1	-0.79474703
median	-0.20991552
Q3	0.58729252
95-th percentile	2.0353012
Maximum	3.1168323
Range	4.5865306
Interquartile range (IQR)	1.3820396

Descriptive statistics

Standard deviation	1.0001151
Coefficient of variation (CV)	-1.0195258 × 10¹⁷
Kurtosis	0.11339274
Mean	-9.8096098 × 10^-18
Median Absolute Deviation (MAD)	0.6573311
Skewness	0.85782201
Sum	-5.9063865 × 10^-14
Variance	1.0002301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.456685678	1	< 0.1%
0.163153053	1	< 0.1%
-0.8177138377	1	< 0.1%
-0.6365486896	1	< 0.1%
0.3758640095	1	< 0.1%
-0.9016270958	1	< 0.1%
1.238819492	1	< 0.1%
0.2811762854	1	< 0.1%
-1.170993857	1	< 0.1%
-1.130836407	1	< 0.1%
Other values (4336)	4336	99.8%

Value	Count	Frequency (%)
-1.469698286	1	< 0.1%
-1.444256028	1	< 0.1%
-1.4434137	1	< 0.1%
-1.442747771	1	< 0.1%
-1.441386162	1	< 0.1%
-1.441040445	1	< 0.1%
-1.440579207	1	< 0.1%
-1.439913189	1	< 0.1%
-1.435487351	1	< 0.1%
-1.425647871	1	< 0.1%

Value	Count	Frequency (%)
3.116832318	1	< 0.1%
3.108664054	1	< 0.1%
3.089246975	1	< 0.1%
3.08812949	1	< 0.1%
3.077162835	1	< 0.1%
3.069611382	1	< 0.1%
3.064844316	1	< 0.1%
3.064269196	1	< 0.1%
3.06244516	1	< 0.1%
3.061466056	1	< 0.1%

Salvage_value
Real number (ℝ)

High correlation Unique

Distinct	4346
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.8857659 × 10^-17

Minimum	-1.348664
Maximum	3.005442
Zeros	0
Zeros (%)	0.0%
Negative	2578
Negative (%)	59.3%
Memory size	67.9 KiB

Quantile statistics

Minimum	-1.348664
5-th percentile	-1.1696082
Q1	-0.80478138
median	-0.24865751
Q3	0.61514265
95-th percentile	2.0740405
Maximum	3.005442
Range	4.3541059
Interquartile range (IQR)	1.419924

Descriptive statistics

Standard deviation	1.0001151
Coefficient of variation (CV)	-1.6992097 × 10¹⁶
Kurtosis	0.058620549
Mean	-5.8857659 × 10^-17
Median Absolute Deviation (MAD)	0.63871273
Skewness	0.90855296
Sum	-2.5712765 × 10^-13
Variance	1.0002301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.076175339	1	< 0.1%
0.312295237	1	< 0.1%
-1.069168633	1	< 0.1%
2.265846935	1	< 0.1%
1.487336435	1	< 0.1%
0.31816587	1	< 0.1%
-0.8620166998	1	< 0.1%
0.1585132603	1	< 0.1%
-1.15290792	1	< 0.1%
-0.5948913368	1	< 0.1%
Other values (4336)	4336	99.8%

Value	Count	Frequency (%)
-1.348663974	1	< 0.1%
-1.344769729	1	< 0.1%
-1.337406488	1	< 0.1%
-1.333617285	1	< 0.1%
-1.325910843	1	< 0.1%
-1.325227122	1	< 0.1%
-1.324823826	1	< 0.1%
-1.322249499	1	< 0.1%
-1.322131786	1	< 0.1%
-1.321395325	1	< 0.1%

Value	Count	Frequency (%)
3.005441973	1	< 0.1%
2.984112946	1	< 0.1%
2.973000547	1	< 0.1%
2.97263624	1	< 0.1%
2.970303902	1	< 0.1%
2.933802683	1	< 0.1%
2.93315884	1	< 0.1%
2.923241939	1	< 0.1%
2.920014895	1	< 0.1%
2.910705291	1	< 0.1%

Parts_replaced
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	293.4 KiB

Left fender	754
Roof panel	745
Rear bumper	718
Front left door	715
Left side mirror	708

Length

Max length	16
Median length	15
Mean length	12.138748
Min length	10

Characters and Unicode

Total characters	52755
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Roof panel
2nd row	Left side mirror
3rd row	Rear bumper
4th row	Left fender
5th row	Left fender

Common Values

Value	Count	Frequency (%)
Left fender	754	17.3%
Roof panel	745	17.1%
Rear bumper	718	16.5%
Front left door	715	16.5%
Left side mirror	708	16.3%
Windshield	706	16.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
left	2177	23.1%
fender	754	8.0%
roof	745	7.9%
panel	745	7.9%
rear	718	7.6%
bumper	718	7.6%
front	715	7.6%
door	715	7.6%
side	708	7.5%
mirror	708	7.5%

Most occurring characters

Value	Count	Frequency (%)
e	7280	13.8%
r	5744	10.9%
	5063	9.6%
o	4343	8.2%
f	3676	7.0%
d	3589	6.8%
n	2920	5.5%
t	2892	5.5%
i	2828	5.4%
l	2166	4.1%
Other values (11)	12254	23.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	52755	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	7280	13.8%
r	5744	10.9%
	5063	9.6%
o	4343	8.2%
f	3676	7.0%
d	3589	6.8%
n	2920	5.5%
t	2892	5.5%
i	2828	5.4%
l	2166	4.1%
Other values (11)	12254	23.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	52755	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	7280	13.8%
r	5744	10.9%
	5063	9.6%
o	4343	8.2%
f	3676	7.0%
d	3589	6.8%
n	2920	5.5%
t	2892	5.5%
i	2828	5.4%
l	2166	4.1%
Other values (11)	12254	23.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	52755	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	7280	13.8%
r	5744	10.9%
	5063	9.6%
o	4343	8.2%
f	3676	7.0%
d	3589	6.8%
n	2920	5.5%
t	2892	5.5%
i	2828	5.4%
l	2166	4.1%
Other values (11)	12254	23.2%

Insurance_settlement_amount
Real number (ℝ)

High correlation

Distinct	4339
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.8857659 × 10^-17

Minimum	-1.4480838
Maximum	3.2084247
Zeros	0
Zeros (%)	0.0%
Negative	2506
Negative (%)	57.7%
Memory size	67.9 KiB

Quantile statistics

Minimum	-1.4480838
5-th percentile	-1.225628
Q1	-0.80145226
median	-0.21944186
Q3	0.64641988
95-th percentile	1.9818354
Maximum	3.2084247
Range	4.6565085
Interquartile range (IQR)	1.4478721

Descriptive statistics

Standard deviation	1.0001151
Coefficient of variation (CV)	-1.6992097 × 10¹⁶
Kurtosis	-0.11184735
Mean	-5.8857659 × 10^-17
Median Absolute Deviation (MAD)	0.68661483
Skewness	0.78877536
Sum	-2.1138646 × 10^-13
Variance	1.0002301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7543460536	2	< 0.1%
-0.6520312062	2	< 0.1%
-0.7908244126	2	< 0.1%
0.7015011297	2	< 0.1%
-0.9866646858	2	< 0.1%
0.5666276549	2	< 0.1%
-0.7318242852	2	< 0.1%
-1.325428855	1	< 0.1%
-0.1898227105	1	< 0.1%
-0.8563199982	1	< 0.1%
Other values (4329)	4329	99.6%

Value	Count	Frequency (%)
-1.448083791	1	< 0.1%
-1.44764146	1	< 0.1%
-1.446637709	1	< 0.1%
-1.438202801	1	< 0.1%
-1.436981287	1	< 0.1%
-1.436185092	1	< 0.1%
-1.435838032	1	< 0.1%
-1.428008776	1	< 0.1%
-1.427842052	1	< 0.1%
-1.427011831	1	< 0.1%

Value	Count	Frequency (%)
3.208424712	1	< 0.1%
3.187294908	1	< 0.1%
3.162194335	1	< 0.1%
3.156365776	1	< 0.1%
3.125831338	1	< 0.1%
3.120502953	1	< 0.1%
3.094800129	1	< 0.1%
3.050713356	1	< 0.1%
3.02556855	1	< 0.1%
2.981631488	1	< 0.1%

Repair_duration
Real number (ℝ)

Distinct	10
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.5687989

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.9 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	8
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.8785117
Coefficient of variation (CV)	0.51689992
Kurtosis	-1.2222073
Mean	5.5687989
Median Absolute Deviation (MAD)	3
Skewness	-0.032218634
Sum	24202
Variance	8.2858295
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
6	459	10.6%
9	457	10.5%
10	453	10.4%
7	433	10.0%
1	430	9.9%
8	429	9.9%
3	427	9.8%
5	423	9.7%
4	423	9.7%
2	412	9.5%

Value	Count	Frequency (%)
1	430	9.9%
2	412	9.5%
3	427	9.8%
4	423	9.7%
5	423	9.7%
6	459	10.6%
7	433	10.0%
8	429	9.9%
9	457	10.5%
10	453	10.4%

Value	Count	Frequency (%)
10	453	10.4%
9	457	10.5%
8	429	9.9%
7	433	10.0%
6	459	10.6%
5	423	9.7%
4	423	9.7%
3	427	9.8%
2	412	9.5%
1	430	9.9%

Driving_License
Text

Unique

Distinct	4346
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	292.8 KiB

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	52152
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4346 ?
Unique (%)	100.0%

Sample

1st row	DL8020609543
2nd row	DL7077290714
3rd row	DL0670616572
4th row	DL1103018486
5th row	DL4565815686

Value	Count	Frequency (%)
dl8020609543	1	< 0.1%
dl3744485240	1	< 0.1%
dl4866458509	1	< 0.1%
dl5469750715	1	< 0.1%
dl0670616572	1	< 0.1%
dl1103018486	1	< 0.1%
dl4565815686	1	< 0.1%
dl0540514387	1	< 0.1%
dl2976563578	1	< 0.1%
dl9457306658	1	< 0.1%
Other values (4336)	4336	99.8%

Most occurring characters

Value	Count	Frequency (%)
5	4403	8.4%
6	4390	8.4%
7	4387	8.4%
3	4380	8.4%
8	4349	8.3%
D	4346	8.3%
L	4346	8.3%
1	4344	8.3%
4	4340	8.3%
0	4304	8.3%
Other values (2)	8563	16.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	52152	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
5	4403	8.4%
6	4390	8.4%
7	4387	8.4%
3	4380	8.4%
8	4349	8.3%
D	4346	8.3%
L	4346	8.3%
1	4344	8.3%
4	4340	8.3%
0	4304	8.3%
Other values (2)	8563	16.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	52152	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
5	4403	8.4%
6	4390	8.4%
7	4387	8.4%
3	4380	8.4%
8	4349	8.3%
D	4346	8.3%
L	4346	8.3%
1	4344	8.3%
4	4340	8.3%
0	4304	8.3%
Other values (2)	8563	16.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	52152	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
5	4403	8.4%
6	4390	8.4%
7	4387	8.4%
3	4380	8.4%
8	4349	8.3%
D	4346	8.3%
L	4346	8.3%
1	4344	8.3%
4	4340	8.3%
0	4304	8.3%
Other values (2)	8563	16.4%

RC_Book
Text

Unique

Distinct	4346
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	292.8 KiB

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	52152
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4346 ?
Unique (%)	100.0%

Sample

1st row	RC7497152834
2nd row	RC9661080351
3rd row	RC4001294311
4th row	RC3296984930
5th row	RC5883571271

Value	Count	Frequency (%)
rc7497152834	1	< 0.1%
rc4061602024	1	< 0.1%
rc9481263277	1	< 0.1%
rc9313024839	1	< 0.1%
rc4001294311	1	< 0.1%
rc3296984930	1	< 0.1%
rc5883571271	1	< 0.1%
rc4037615510	1	< 0.1%
rc7713712301	1	< 0.1%
rc7088645582	1	< 0.1%
Other values (4336)	4336	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	4479	8.6%
2	4436	8.5%
4	4402	8.4%
9	4391	8.4%
5	4373	8.4%
R	4346	8.3%
C	4346	8.3%
8	4335	8.3%
6	4290	8.2%
1	4256	8.2%
Other values (2)	8498	16.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	52152	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4479	8.6%
2	4436	8.5%
4	4402	8.4%
9	4391	8.4%
5	4373	8.4%
R	4346	8.3%
C	4346	8.3%
8	4335	8.3%
6	4290	8.2%
1	4256	8.2%
Other values (2)	8498	16.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	52152	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4479	8.6%
2	4436	8.5%
4	4402	8.4%
9	4391	8.4%
5	4373	8.4%
R	4346	8.3%
C	4346	8.3%
8	4335	8.3%
6	4290	8.2%
1	4256	8.2%
Other values (2)	8498	16.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	52152	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4479	8.6%
2	4436	8.5%
4	4402	8.4%
9	4391	8.4%
5	4373	8.4%
R	4346	8.3%
C	4346	8.3%
8	4335	8.3%
6	4290	8.2%
1	4256	8.2%
Other values (2)	8498	16.3%

Claim_amount
Real number (ℝ)

High correlation

Distinct	4335
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.2508309 × 10^-17

Minimum	-1.461847
Maximum	3.2101218
Zeros	0
Zeros (%)	0.0%
Negative	2500
Negative (%)	57.5%
Memory size	67.9 KiB

Quantile statistics

Minimum	-1.461847
5-th percentile	-1.238291
Q1	-0.80493016
median	-0.22779828
Q3	0.66254566
95-th percentile	1.9667393
Maximum	3.2101218
Range	4.6719688
Interquartile range (IQR)	1.4674758

Descriptive statistics

Standard deviation	1.0001151
Coefficient of variation (CV)	2.3527519 × 10¹⁶
Kurtosis	-0.22288962
Mean	4.2508309 × 10^-17
Median Absolute Deviation (MAD)	0.68856063
Skewness	0.74867897
Sum	1.438849 × 10^-13
Variance	1.0002301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.178046434	2	< 0.1%
-0.7063579229	2	< 0.1%
-1.040913633	2	< 0.1%
-1.0076033	2	< 0.1%
1.414190436	2	< 0.1%
-0.06743714709	2	< 0.1%
0.9863501636	2	< 0.1%
-0.6577292006	2	< 0.1%
1.711765783	2	< 0.1%
-0.1484253158	2	< 0.1%
Other values (4325)	4326	99.5%

Value	Count	Frequency (%)
-1.461846953	1	< 0.1%
-1.457239062	1	< 0.1%
-1.455705269	1	< 0.1%
-1.450954093	1	< 0.1%
-1.449589637	1	< 0.1%
-1.447736711	1	< 0.1%
-1.446717439	1	< 0.1%
-1.442676171	1	< 0.1%
-1.442558939	1	< 0.1%
-1.442431937	1	< 0.1%

Value	Count	Frequency (%)
3.210121803	1	< 0.1%
3.084780644	1	< 0.1%
3.059223944	1	< 0.1%
3.030124214	1	< 0.1%
3.005814738	1	< 0.1%
3.00282205	1	< 0.1%
2.959986571	1	< 0.1%
2.957462814	1	< 0.1%
2.953349905	1	< 0.1%
2.928845041	1	< 0.1%

Deductibles
Real number (ℝ)

High correlation

Distinct	4185
Distinct (%)	96.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.8857659 × 10^-17

Minimum	-1.232624
Maximum	2.955744
Zeros	0
Zeros (%)	0.0%
Negative	2652
Negative (%)	61.0%
Memory size	67.9 KiB

Quantile statistics

Minimum	-1.232624
5-th percentile	-1.0965646
Q1	-0.78859487
median	-0.31255027
Q3	0.57646032
95-th percentile	2.1423625
Maximum	2.955744
Range	4.188368
Interquartile range (IQR)	1.3650552

Descriptive statistics

Standard deviation	1.0001151
Coefficient of variation (CV)	1.6992097 × 10¹⁶
Kurtosis	0.22575573
Mean	5.8857659 × 10^-17
Median Absolute Deviation (MAD)	0.58324563
Skewness	1.023832
Sum	2.3925306 × 10^-13
Variance	1.0002301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.8003756306	3	0.1%
-0.8894032375	3	0.1%
-0.9366828459	3	0.1%
0.2258423592	3	0.1%
-0.6231031917	3	0.1%
-0.6338011163	3	0.1%
-1.094281541	3	0.1%
0.8344238083	2	< 0.1%
0.4515424765	2	< 0.1%
-0.8537608838	2	< 0.1%
Other values (4175)	4319	99.4%

Value	Count	Frequency (%)
-1.232623971	1	< 0.1%
-1.231528086	1	< 0.1%
-1.230954051	1	< 0.1%
-1.224483111	1	< 0.1%
-1.224222186	1	< 0.1%
-1.223648151	1	< 0.1%
-1.223335041	1	< 0.1%
-1.223230671	1	< 0.1%
-1.221612936	1	< 0.1%
-1.220099571	1	< 0.1%

Value	Count	Frequency (%)
2.955743986	1	< 0.1%
2.951830111	1	< 0.1%
2.951673556	1	< 0.1%
2.945776651	1	< 0.1%
2.943689251	1	< 0.1%
2.942384626	1	< 0.1%
2.940558151	1	< 0.1%
2.934139396	1	< 0.1%
2.923076177	1	< 0.1%
2.921301887	1	< 0.1%

Previous_claims
Real number (ℝ)

Zeros

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4779107

Minimum	0
Maximum	5
Zeros	742
Zeros (%)	17.1%
Negative	0
Negative (%)	0.0%
Memory size	67.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7111547
Coefficient of variation (CV)	0.69056351
Kurtosis	-1.273455
Mean	2.4779107
Median Absolute Deviation (MAD)	2
Skewness	0.016550199
Sum	10769
Variance	2.9280505
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	742	17.1%
1	732	16.8%
2	726	16.7%
4	719	16.5%
5	714	16.4%
3	713	16.4%

Value	Count	Frequency (%)
0	742	17.1%
1	732	16.8%
2	726	16.7%
3	713	16.4%
4	719	16.5%
5	714	16.4%

Value	Count	Frequency (%)
5	714	16.4%
4	719	16.5%
3	713	16.4%
2	726	16.7%
1	732	16.8%
0	742	17.1%

Claim_status
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

2	1481
0	1471
1	1394

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	2
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
2	1481	34.1%
0	1471	33.8%
1	1394	32.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1481	34.1%
0	1471	33.8%
1	1394	32.1%

Most occurring characters

Value	Count	Frequency (%)
2	1481	34.1%
0	1471	33.8%
1	1394	32.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	1481	34.1%
0	1471	33.8%
1	1394	32.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	1481	34.1%
0	1471	33.8%
1	1394	32.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	1481	34.1%
0	1471	33.8%
1	1394	32.1%

Disability_status
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

False	2177
True	2169

Value	Count	Frequency (%)
False	2177	50.1%
True	2169	49.9%

Loss_of_wages
Real number (ℝ)

Distinct	4112
Distinct (%)	94.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29916.354

Minimum	10002
Maximum	49992
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.9 KiB

Quantile statistics

Minimum	10002
5-th percentile	12088.25
Q1	20139.25
median	29617
Q3	39988.5
95-th percentile	48051.75
Maximum	49992
Range	39990
Interquartile range (IQR)	19849.25

Descriptive statistics

Standard deviation	11514.759
Coefficient of variation (CV)	0.38489849
Kurtosis	-1.1914904
Mean	29916.354
Median Absolute Deviation (MAD)	9868.5
Skewness	0.032121791
Sum	1.3001647 × 10⁸
Variance	1.3258968 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48232	3	0.1%
47508	3	0.1%
28385	3	0.1%
31521	3	0.1%
42312	3	0.1%
20022	3	0.1%
28435	3	0.1%
26496	3	0.1%
48283	3	0.1%
24601	3	0.1%
Other values (4102)	4316	99.3%

Value	Count	Frequency (%)
10002	1	< 0.1%
10007	1	< 0.1%
10013	1	< 0.1%
10015	1	< 0.1%
10055	1	< 0.1%
10072	1	< 0.1%
10081	1	< 0.1%
10085	1	< 0.1%
10096	1	< 0.1%
10116	1	< 0.1%

Value	Count	Frequency (%)
49992	1	< 0.1%
49985	1	< 0.1%
49983	1	< 0.1%
49982	2	< 0.1%
49977	1	< 0.1%
49976	1	< 0.1%
49953	1	< 0.1%
49952	1	< 0.1%
49942	1	< 0.1%
49924	1	< 0.1%

Red_flags
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

False	2210
True	2136

Value	Count	Frequency (%)
False	2210	50.9%
True	2136	49.1%

Investigation
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	278.9 KiB

Under process	1486
Closed	1431
Pending	1429

Length

Max length	13
Median length	7
Mean length	8.7222734
Min length	6

Characters and Unicode

Total characters	37907
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Closed
2nd row	Under process
3rd row	Under process
4th row	Pending
5th row	Closed

Common Values

Value	Count	Frequency (%)
Under process	1486	34.2%
Closed	1431	32.9%
Pending	1429	32.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
under	1486	25.5%
process	1486	25.5%
closed	1431	24.5%
pending	1429	24.5%

Most occurring characters

Value	Count	Frequency (%)
e	5832	15.4%
s	4403	11.6%
d	4346	11.5%
n	4344	11.5%
r	2972	7.8%
o	2917	7.7%
U	1486	3.9%
	1486	3.9%
p	1486	3.9%
c	1486	3.9%
Other values (5)	7149	18.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	37907	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	5832	15.4%
s	4403	11.6%
d	4346	11.5%
n	4344	11.5%
r	2972	7.8%
o	2917	7.7%
U	1486	3.9%
	1486	3.9%
p	1486	3.9%
c	1486	3.9%
Other values (5)	7149	18.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	37907	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	5832	15.4%
s	4403	11.6%
d	4346	11.5%
n	4344	11.5%
r	2972	7.8%
o	2917	7.7%
U	1486	3.9%
	1486	3.9%
p	1486	3.9%
c	1486	3.9%
Other values (5)	7149	18.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	37907	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	5832	15.4%
s	4403	11.6%
d	4346	11.5%
n	4344	11.5%
r	2972	7.8%
o	2917	7.7%
U	1486	3.9%
	1486	3.9%
p	1486	3.9%
c	1486	3.9%
Other values (5)	7149	18.9%

Regulatory_compliance
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	288.5 KiB

Compliant	2207
Non-compliant	2139

Length

Max length	13
Median length	9
Mean length	10.968707
Min length	9

Characters and Unicode

Total characters	47670
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Compliant
2nd row	Non-compliant
3rd row	Non-compliant
4th row	Compliant
5th row	Compliant

Common Values

Value	Count	Frequency (%)
Compliant	2207	50.8%
Non-compliant	2139	49.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
compliant	2207	50.8%
non-compliant	2139	49.2%

Most occurring characters

Value	Count	Frequency (%)
o	6485	13.6%
n	6485	13.6%
m	4346	9.1%
p	4346	9.1%
l	4346	9.1%
i	4346	9.1%
a	4346	9.1%
t	4346	9.1%
C	2207	4.6%
N	2139	4.5%
Other values (2)	4278	9.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	47670	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	6485	13.6%
n	6485	13.6%
m	4346	9.1%
p	4346	9.1%
l	4346	9.1%
i	4346	9.1%
a	4346	9.1%
t	4346	9.1%
C	2207	4.6%
N	2139	4.5%
Other values (2)	4278	9.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	47670	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	6485	13.6%
n	6485	13.6%
m	4346	9.1%
p	4346	9.1%
l	4346	9.1%
i	4346	9.1%
a	4346	9.1%
t	4346	9.1%
C	2207	4.6%
N	2139	4.5%
Other values (2)	4278	9.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	47670	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	6485	13.6%
n	6485	13.6%
m	4346	9.1%
p	4346	9.1%
l	4346	9.1%
i	4346	9.1%
a	4346	9.1%
t	4346	9.1%
C	2207	4.6%
N	2139	4.5%
Other values (2)	4278	9.0%

Court_cases
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

False	2215
True	2131

Value	Count	Frequency (%)
False	2215	51.0%
True	2131	49.0%

Fraud_detection
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	267.4 KiB

Passed	2183
Failed	2163

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	26076
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Failed
2nd row	Passed
3rd row	Passed
4th row	Failed
5th row	Failed

Common Values

Value	Count	Frequency (%)
Passed	2183	50.2%
Failed	2163	49.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
passed	2183	50.2%
failed	2163	49.8%

Most occurring characters

Value	Count	Frequency (%)
s	4366	16.7%
a	4346	16.7%
e	4346	16.7%
d	4346	16.7%
P	2183	8.4%
F	2163	8.3%
i	2163	8.3%
l	2163	8.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	26076	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	4366	16.7%
a	4346	16.7%
e	4346	16.7%
d	4346	16.7%
P	2183	8.4%
F	2163	8.3%
i	2163	8.3%
l	2163	8.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	26076	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	4366	16.7%
a	4346	16.7%
e	4346	16.7%
d	4346	16.7%
P	2183	8.4%
F	2163	8.3%
i	2163	8.3%
l	2163	8.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	26076	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	4366	16.7%
a	4346	16.7%
e	4346	16.7%
d	4346	16.7%
P	2183	8.4%
F	2163	8.3%
i	2163	8.3%
l	2163	8.3%

Claims_approval_status
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	275.9 KiB

Approved	2205
Rejected	2141

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	34768
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Approved
2nd row	Rejected
3rd row	Approved
4th row	Approved
5th row	Approved

Common Values

Value	Count	Frequency (%)
Approved	2205	50.7%
Rejected	2141	49.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
approved	2205	50.7%
rejected	2141	49.3%

Most occurring characters

Value	Count	Frequency (%)
e	8628	24.8%
p	4410	12.7%
d	4346	12.5%
A	2205	6.3%
r	2205	6.3%
o	2205	6.3%
v	2205	6.3%
R	2141	6.2%
j	2141	6.2%
c	2141	6.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	34768	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	8628	24.8%
p	4410	12.7%
d	4346	12.5%
A	2205	6.3%
r	2205	6.3%
o	2205	6.3%
v	2205	6.3%
R	2141	6.2%
j	2141	6.2%
c	2141	6.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	34768	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	8628	24.8%
p	4410	12.7%
d	4346	12.5%
A	2205	6.3%
r	2205	6.3%
o	2205	6.3%
v	2205	6.3%
R	2141	6.2%
j	2141	6.2%
c	2141	6.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	34768	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	8628	24.8%
p	4410	12.7%
d	4346	12.5%
A	2205	6.3%
r	2205	6.3%
o	2205	6.3%
v	2205	6.3%
R	2141	6.2%
j	2141	6.2%
c	2141	6.2%

Final_settlement_approval
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	38.2 KiB

False	2182
True	2164

Value	Count	Frequency (%)
False	2182	50.2%
True	2164	49.8%

Claim_verification
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

0	2205
1	2141

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2205	50.7%
1	2141	49.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2205	50.7%
1	2141	49.3%

Most occurring characters

Value	Count	Frequency (%)
0	2205	50.7%
1	2141	49.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2205	50.7%
1	2141	49.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2205	50.7%
1	2141	49.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2205	50.7%
1	2141	49.3%

Fraud_detection_approval
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

0	2189
1	2157

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	2189	50.4%
1	2157	49.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2189	50.4%
1	2157	49.6%

Most occurring characters

Value	Count	Frequency (%)
0	2189	50.4%
1	2157	49.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2189	50.4%
1	2157	49.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2189	50.4%
1	2157	49.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2189	50.4%
1	2157	49.6%

Driver_license
Text

Unique

Distinct	4346
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	292.8 KiB

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	52152
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4346 ?
Unique (%)	100.0%

Sample

1st row	DL1927770604
2nd row	DL8476940969
3rd row	DL3072939753
4th row	DL8035241735
5th row	DL1710473124

Value	Count	Frequency (%)
dl1927770604	1	< 0.1%
dl1502527369	1	< 0.1%
dl1093031794	1	< 0.1%
dl7847987089	1	< 0.1%
dl3072939753	1	< 0.1%
dl8035241735	1	< 0.1%
dl1710473124	1	< 0.1%
dl1524982531	1	< 0.1%
dl3617075167	1	< 0.1%
dl7053579378	1	< 0.1%
Other values (4336)	4336	99.8%

Most occurring characters

Value	Count	Frequency (%)
6	4459	8.6%
7	4409	8.5%
2	4387	8.4%
0	4370	8.4%
1	4357	8.4%
D	4346	8.3%
L	4346	8.3%
9	4342	8.3%
4	4335	8.3%
8	4312	8.3%
Other values (2)	8489	16.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	52152	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
6	4459	8.6%
7	4409	8.5%
2	4387	8.4%
0	4370	8.4%
1	4357	8.4%
D	4346	8.3%
L	4346	8.3%
9	4342	8.3%
4	4335	8.3%
8	4312	8.3%
Other values (2)	8489	16.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	52152	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
6	4459	8.6%
7	4409	8.5%
2	4387	8.4%
0	4370	8.4%
1	4357	8.4%
D	4346	8.3%
L	4346	8.3%
9	4342	8.3%
4	4335	8.3%
8	4312	8.3%
Other values (2)	8489	16.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	52152	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
6	4459	8.6%
7	4409	8.5%
2	4387	8.4%
0	4370	8.4%
1	4357	8.4%
D	4346	8.3%
L	4346	8.3%
9	4342	8.3%
4	4335	8.3%
8	4312	8.3%
Other values (2)	8489	16.3%

Driver_history
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

2	1115
1	1106
3	1071
0	1054

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	2
4th row	3
5th row	0

Common Values

Value	Count	Frequency (%)
2	1115	25.7%
1	1106	25.4%
3	1071	24.6%
0	1054	24.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1115	25.7%
1	1106	25.4%
3	1071	24.6%
0	1054	24.3%

Most occurring characters

Value	Count	Frequency (%)
2	1115	25.7%
1	1106	25.4%
3	1071	24.6%
0	1054	24.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	1115	25.7%
1	1106	25.4%
3	1071	24.6%
0	1054	24.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	1115	25.7%
1	1106	25.4%
3	1071	24.6%
0	1054	24.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	1115	25.7%
1	1106	25.4%
3	1071	24.6%
0	1054	24.3%

Driving_experience
Real number (ℝ)

Distinct	20
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.530143

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.9 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	6
median	11
Q3	16
95-th percentile	19
Maximum	20
Range	19
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	5.7619951
Coefficient of variation (CV)	0.5471906
Kurtosis	-1.2004119
Mean	10.530143
Median Absolute Deviation (MAD)	5
Skewness	-0.012913939
Sum	45764
Variance	33.200587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
19	250	5.8%
3	234	5.4%
6	231	5.3%
12	230	5.3%
8	230	5.3%
17	227	5.2%
16	226	5.2%
7	221	5.1%
2	220	5.1%
11	219	5.0%
Other values (10)	2058	47.4%

Value	Count	Frequency (%)
1	217	5.0%
2	220	5.1%
3	234	5.4%
4	197	4.5%
5	181	4.2%
6	231	5.3%
7	221	5.1%
8	230	5.3%
9	212	4.9%
10	216	5.0%

Value	Count	Frequency (%)
20	201	4.6%
19	250	5.8%
18	197	4.5%
17	227	5.2%
16	226	5.2%
15	211	4.9%
14	208	4.8%
13	218	5.0%
12	230	5.3%
11	219	5.0%

Previous_traffic_violations
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	298.2 KiB

No violations	1095
1 parking violation	1092
1 speeding	1082
2 accidents	1077

Length

Max length	19
Median length	13
Mean length	13.265071
Min length	10

Characters and Unicode

Total characters	57650
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1 parking violation
2nd row	1 speeding
3rd row	1 speeding
4th row	1 parking violation
5th row	1 parking violation

Common Values

Value	Count	Frequency (%)
No violations	1095	25.2%
1 parking violation	1092	25.1%
1 speeding	1082	24.9%
2 accidents	1077	24.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2174	22.2%
no	1095	11.2%
violations	1095	11.2%
parking	1092	11.2%
violation	1092	11.2%
speeding	1082	11.1%
2	1077	11.0%
accidents	1077	11.0%

Most occurring characters

Value	Count	Frequency (%)
i	7625	13.2%
o	5469	9.5%
	5438	9.4%
n	5438	9.4%
a	4356	7.6%
t	3264	5.7%
s	3254	5.6%
e	3241	5.6%
v	2187	3.8%
l	2187	3.8%
Other values (9)	15191	26.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	57650	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	7625	13.2%
o	5469	9.5%
	5438	9.4%
n	5438	9.4%
a	4356	7.6%
t	3264	5.7%
s	3254	5.6%
e	3241	5.6%
v	2187	3.8%
l	2187	3.8%
Other values (9)	15191	26.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	57650	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	7625	13.2%
o	5469	9.5%
	5438	9.4%
n	5438	9.4%
a	4356	7.6%
t	3264	5.7%
s	3254	5.6%
e	3241	5.6%
v	2187	3.8%
l	2187	3.8%
Other values (9)	15191	26.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	57650	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	7625	13.2%
o	5469	9.5%
	5438	9.4%
n	5438	9.4%
a	4356	7.6%
t	3264	5.7%
s	3254	5.6%
e	3241	5.6%
v	2187	3.8%
l	2187	3.8%
Other values (9)	15191	26.4%

License_expiry_date
Date

Distinct	1645
Distinct (%)	37.9%
Missing	0
Missing (%)	0.0%
Memory size	67.9 KiB

Minimum	2025-03-19 00:00:00
Maximum	2030-03-18 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Alcohol_drug_test_results
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

0	2177
1	2169

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2177	50.1%
1	2169	49.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2177	50.1%
1	2169	49.9%

Most occurring characters

Value	Count	Frequency (%)
0	2177	50.1%
1	2169	49.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2177	50.1%
1	2169	49.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2177	50.1%
1	2169	49.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2177	50.1%
1	2169	49.9%

License_class_if_applicable
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	246.2 KiB

0	2202
1	2144

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4346
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	2202	50.7%
1	2144	49.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2202	50.7%
1	2144	49.3%

Most occurring characters

Value	Count	Frequency (%)
0	2202	50.7%
1	2144	49.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2202	50.7%
1	2144	49.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2202	50.7%
1	2144	49.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4346	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2202	50.7%
1	2144	49.3%

License_Type
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	278.0 KiB

Learning	2186
Permanent	2160

Length

Max length	9
Median length	8
Mean length	8.4970087
Min length	8

Characters and Unicode

Total characters	36928
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Permanent
2nd row	Learning
3rd row	Learning
4th row	Learning
5th row	Learning

Common Values

Value	Count	Frequency (%)
Learning	2186	50.3%
Permanent	2160	49.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
learning	2186	50.3%
permanent	2160	49.7%

Most occurring characters

Value	Count	Frequency (%)
n	8692	23.5%
e	6506	17.6%
a	4346	11.8%
r	4346	11.8%
L	2186	5.9%
i	2186	5.9%
g	2186	5.9%
P	2160	5.8%
m	2160	5.8%
t	2160	5.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	36928	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	8692	23.5%
e	6506	17.6%
a	4346	11.8%
r	4346	11.8%
L	2186	5.9%
i	2186	5.9%
g	2186	5.9%
P	2160	5.8%
m	2160	5.8%
t	2160	5.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	36928	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	8692	23.5%
e	6506	17.6%
a	4346	11.8%
r	4346	11.8%
L	2186	5.9%
i	2186	5.9%
g	2186	5.9%
P	2160	5.8%
m	2160	5.8%
t	2160	5.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	36928	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	8692	23.5%
e	6506	17.6%
a	4346	11.8%
r	4346	11.8%
L	2186	5.9%
i	2186	5.9%
g	2186	5.9%
P	2160	5.8%
m	2160	5.8%
t	2160	5.8%

Number_of_days
Real number (ℝ)

Distinct	657
Distinct (%)	15.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	363.32812

Minimum	11
Maximum	729
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.9 KiB

Quantile statistics

Minimum	11
5-th percentile	117
Q1	258.25
median	363
Q3	471
95-th percentile	618
Maximum	729
Range	718
Interquartile range (IQR)	212.75

Descriptive statistics

Standard deviation	149.57905
Coefficient of variation (CV)	0.41169137
Kurtosis	-0.59269732
Mean	363.32812
Median Absolute Deviation (MAD)	106
Skewness	0.025418386
Sum	1579024
Variance	22373.892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
415	19	0.4%
369	18	0.4%
374	18	0.4%
312	18	0.4%
289	18	0.4%
383	17	0.4%
390	17	0.4%
259	16	0.4%
288	16	0.4%
428	16	0.4%
Other values (647)	4173	96.0%

Value	Count	Frequency (%)
11	1	< 0.1%
13	1	< 0.1%
16	1	< 0.1%
18	1	< 0.1%
21	2	< 0.1%
22	1	< 0.1%
23	3	0.1%
26	3	0.1%
27	1	< 0.1%
28	1	< 0.1%

Value	Count	Frequency (%)
729	1	< 0.1%
724	1	< 0.1%
717	2	< 0.1%
711	1	< 0.1%
709	1	< 0.1%
708	2	< 0.1%
704	4	0.1%
703	2	< 0.1%
702	1	< 0.1%
701	1	< 0.1%

Interactions

Correlations

	Alcohol_drug_test_results	Cause_of_incident	Claim_amount	Claim_status	Claim_verification	Claimant_age	Claimant_driver_history	Claims_approval_status	Comprehensive	Court_cases	Coverage	Coverage_Add_Ons	Damage_to_property_outside_the_vehicle	Deductibles	Depreciation	Disability_status	Driver_history	Driving_experience	Extent_of_damage	Final_settlement_approval	Fraud_detection	Fraud_detection_approval	Fuel_type	Incident_description	Incident_severity_level	Insurance_coverage_type	Insurance_settlement_amount	Insured_amount	Investigation	Involvement_of_pedestrians_or_animals	License_Type	License_class_if_applicable	Loss_of_wages	Nature_of_incident	Number_of_days	Odometer_reading	Own_Damage	Parts_replaced	Payment_Frequency	Payment_status	Policy_Status	Premium_amount	Previous_claims	Previous_traffic_violations	Red_flags	Regulatory_compliance	Repair_Cost	Repair_duration	Repair_estimates	Salvage_value	Third_Party	Traffic_condition_at_the_time_of_incident	Vehicle_condition	Vehicle_history_accident_repair_history	Vehicle_safety_features	Vehicle_type_sedan_SUV_etc	Vehicle_value_market_value	Weather_conditions_at_the_time_of_the_accident
Alcohol_drug_test_results	1.000	0.020	0.000	0.014	0.000	0.023	0.000	0.026	0.000	0.015	0.000	0.000	0.019	0.000	0.000	0.024	0.000	0.000	0.040	0.000	0.000	0.000	0.000	0.023	0.000	0.000	0.000	0.034	0.000	0.000	0.000	0.010	0.000	0.000	0.015	0.000	0.000	0.000	0.026	0.018	0.013	0.000	0.031	0.000	0.011	0.000	0.000	0.042	0.000	0.022	0.007	0.000	0.000	0.000	0.000	0.000	0.054	0.000
Cause_of_incident	0.020	1.000	0.000	0.007	0.000	0.000	0.032	0.000	0.008	0.000	0.014	0.000	0.000	0.013	0.000	0.000	0.031	0.030	0.000	0.015	0.000	0.020	0.000	0.000	0.000	0.025	0.000	0.025	0.000	0.000	0.000	0.000	0.021	0.019	0.000	0.000	0.000	0.000	0.000	0.021	0.014	0.000	0.020	0.007	0.028	0.000	0.000	0.008	0.000	0.028	0.000	0.000	0.000	0.033	0.000	0.000	0.021	0.002
Claim_amount	0.000	0.000	1.000	0.000	0.027	0.018	0.026	0.000	0.000	0.013	0.000	0.000	0.057	0.763	0.487	0.000	0.000	-0.001	0.002	0.027	0.000	0.000	0.000	0.000	0.000	0.000	0.999	0.653	0.000	0.000	0.000	0.035	-0.001	0.010	0.004	-0.002	0.040	0.000	0.000	0.000	0.019	0.525	0.019	0.007	0.000	0.040	0.964	-0.004	0.964	0.407	0.000	0.000	0.007	0.032	0.000	0.000	0.568	0.022
Claim_status	0.014	0.007	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.022	0.000	0.000	0.000	0.000	0.000	0.034	0.007	0.022	0.024	0.017	0.043	0.000	0.014	0.000	0.000	0.007	0.000	0.025	0.000	0.000	0.025	0.011	0.029	0.037	0.019	0.000	0.000	0.000	0.000	0.024	0.000	0.007	0.021	0.022	0.000	0.019	0.000	0.014	0.000	0.000	0.000	0.000	0.027	0.000	0.023	0.009
Claim_verification	0.000	0.000	0.027	0.000	1.000	0.000	0.000	0.015	0.000	0.000	0.000	0.008	0.010	0.000	0.000	0.026	0.000	0.000	0.000	0.000	0.015	0.000	0.004	0.000	0.039	0.000	0.032	0.000	0.044	0.015	0.000	0.023	0.000	0.050	0.000	0.000	0.000	0.015	0.015	0.017	0.034	0.000	0.000	0.000	0.000	0.006	0.016	0.000	0.016	0.000	0.012	0.000	0.000	0.000	0.032	0.031	0.000	0.012
Claimant_age	0.023	0.000	0.018	0.000	0.000	1.000	0.017	0.000	0.022	0.000	0.000	0.000	0.043	0.016	0.005	0.000	0.015	-0.004	0.013	0.000	0.000	0.032	0.000	0.026	0.037	0.036	0.018	0.015	0.000	0.007	0.000	0.000	-0.001	0.014	-0.001	-0.045	0.000	0.000	0.006	0.000	0.026	0.019	-0.011	0.036	0.017	0.029	0.019	0.003	0.019	-0.003	0.027	0.024	0.012	0.010	0.020	0.013	0.017	0.023
Claimant_driver_history	0.000	0.032	0.026	0.000	0.000	0.017	1.000	0.000	0.000	0.026	0.000	0.024	0.000	0.035	0.021	0.013	0.000	0.023	0.000	0.000	0.016	0.018	0.026	0.000	0.000	0.000	0.020	0.000	0.014	0.018	0.025	0.000	0.000	0.000	0.000	0.021	0.000	0.000	0.035	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.012	0.011	0.031	0.000	0.000	0.002	0.000	0.000	0.011
Claims_approval_status	0.026	0.000	0.000	0.000	0.015	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.000	0.000	0.007	0.013	0.013	0.023	0.000	0.000	0.000	0.000	0.011	0.025	0.022	0.000	0.011	0.000	0.000	0.037	0.000	0.039	0.000	0.024	0.037	0.010	0.000	0.033	0.027	0.000	0.021	0.000	0.000	0.030	0.000	0.000	0.010	0.000	0.000	0.032	0.000	0.032	0.000	0.000
Comprehensive	0.000	0.008	0.000	0.000	0.000	0.022	0.000	0.000	1.000	0.000	0.020	0.028	0.000	0.000	0.000	0.016	0.000	0.000	0.025	0.014	0.026	0.000	0.049	0.000	0.004	0.011	0.000	0.000	0.000	0.000	0.000	0.010	0.021	0.000	0.000	0.000	0.000	0.000	0.038	0.000	0.025	0.021	0.024	0.041	0.016	0.000	0.000	0.017	0.000	0.000	0.000	0.000	0.008	0.007	0.000	0.000	0.000	0.025
Court_cases	0.015	0.000	0.013	0.000	0.000	0.000	0.026	0.000	0.000	1.000	0.000	0.000	0.000	0.015	0.019	0.010	0.000	0.000	0.027	0.000	0.003	0.000	0.000	0.020	0.000	0.014	0.018	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.048	0.000	0.000	0.000	0.000	0.007	0.000	0.000	0.017	0.015	0.000	0.021	0.000	0.021	0.000	0.012	0.000	0.000	0.000	0.000	0.020	0.008	0.000
Coverage	0.000	0.014	0.000	0.000	0.000	0.000	0.000	0.000	0.020	0.000	1.000	0.000	0.020	0.014	0.003	0.042	0.000	0.000	0.023	0.000	0.018	0.010	0.017	0.000	0.007	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.034	0.000	0.000	0.000	0.000	0.019	0.000	0.020	0.005	0.000	0.000	0.000	0.007	0.000	0.000	0.000	0.000	0.027	0.023	0.012	0.000	0.000	0.000	0.014	0.000	0.000
Coverage_Add_Ons	0.000	0.000	0.000	0.022	0.008	0.000	0.024	0.000	0.028	0.000	0.000	1.000	0.024	0.000	0.011	0.012	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.021	0.000	0.028	0.020	0.000	0.000	0.000	0.024	0.000	0.015	0.034	0.000	0.000	0.000	0.029	0.019	0.000	0.000	0.014	0.000	0.000	0.000	0.000	0.000	0.031	0.000	0.012	0.000	0.010	0.000	0.034	0.000	0.000
Damage_to_property_outside_the_vehicle	0.019	0.000	0.057	0.000	0.010	0.043	0.000	0.000	0.000	0.000	0.020	0.024	1.000	0.034	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.015	0.036	0.000	0.004	0.056	0.000	0.019	0.021	0.025	0.000	0.000	0.000	0.063	0.018	0.000	0.000	0.000	0.025	0.000	0.000	0.007	0.000	0.013	0.016	0.000	0.000	0.000	0.039	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
Deductibles	0.000	0.013	0.763	0.000	0.000	0.016	0.035	0.000	0.000	0.015	0.014	0.000	0.034	1.000	0.380	0.051	0.000	0.021	0.001	0.000	0.000	0.000	0.015	0.021	0.023	0.000	0.740	0.500	0.000	0.038	0.000	0.008	-0.004	0.025	0.014	-0.008	0.000	0.018	0.000	0.039	0.021	0.404	0.014	0.000	0.000	0.049	0.738	-0.006	0.738	0.314	0.022	0.000	0.000	0.000	0.000	0.031	0.432	0.017
Depreciation	0.000	0.000	0.487	0.000	0.000	0.005	0.021	0.000	0.000	0.019	0.003	0.011	0.000	0.380	1.000	0.031	0.000	0.017	0.002	0.013	0.000	0.000	0.023	0.000	0.027	0.032	0.487	0.727	0.016	0.000	0.016	0.023	-0.012	0.000	-0.002	-0.021	0.027	0.026	0.000	0.032	0.000	0.572	0.006	0.000	0.000	0.000	0.470	-0.020	0.470	0.610	0.000	0.000	0.000	0.030	0.011	0.000	0.835	0.000
Disability_status	0.024	0.000	0.000	0.000	0.026	0.000	0.013	0.004	0.016	0.010	0.042	0.012	0.000	0.051	0.031	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.031	0.000	0.000	0.000	0.000	0.003	0.000	0.000	0.000	0.000	0.000	0.054	0.029	0.000	0.018	0.000	0.000	0.000	0.000	0.010	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.010	0.009	0.000	0.000	0.000	0.000	0.000	0.000
Driver_history	0.000	0.031	0.000	0.000	0.000	0.015	0.000	0.000	0.000	0.000	0.000	0.007	0.000	0.000	0.000	0.000	1.000	0.005	0.000	0.000	0.026	0.037	0.000	0.021	0.000	0.000	0.026	0.000	0.012	0.000	0.023	0.035	0.000	0.000	0.000	0.000	0.010	0.009	0.000	0.000	0.000	0.000	0.021	0.000	0.000	0.000	0.000	0.019	0.000	0.019	0.018	0.021	0.000	0.015	0.014	0.026	0.000	0.000
Driving_experience	0.000	0.030	-0.001	0.034	0.000	-0.004	0.023	0.000	0.000	0.000	0.000	0.000	0.000	0.021	0.017	0.000	0.005	1.000	-0.009	0.023	0.000	0.024	0.007	0.000	0.018	0.000	-0.002	-0.009	0.000	0.000	0.026	0.000	-0.003	0.007	0.019	-0.016	0.011	0.000	0.017	0.045	0.000	-0.014	0.011	0.024	0.036	0.000	-0.005	-0.008	-0.005	0.008	0.016	0.028	0.000	0.019	0.000	0.025	-0.004	0.013
Extent_of_damage	0.040	0.000	0.002	0.007	0.000	0.013	0.000	0.007	0.025	0.027	0.023	0.000	0.000	0.001	0.002	0.000	0.000	-0.009	1.000	0.000	0.000	0.000	0.000	0.014	0.000	0.013	0.002	0.004	0.000	0.026	0.000	0.000	-0.005	0.012	-0.002	0.013	0.026	0.000	0.019	0.029	0.027	-0.004	0.011	0.000	0.000	0.000	-0.002	0.002	-0.002	-0.000	0.000	0.000	0.000	0.014	0.000	0.000	0.000	0.017
Final_settlement_approval	0.000	0.015	0.027	0.022	0.000	0.000	0.000	0.013	0.014	0.000	0.000	0.000	0.000	0.000	0.013	0.000	0.000	0.023	0.000	1.000	0.000	0.024	0.013	0.010	0.019	0.000	0.028	0.000	0.000	0.000	0.000	0.026	0.011	0.012	0.000	0.000	0.000	0.013	0.000	0.000	0.022	0.000	0.000	0.014	0.031	0.008	0.006	0.029	0.006	0.030	0.031	0.000	0.019	0.000	0.000	0.025	0.037	0.000
Fraud_detection	0.000	0.000	0.000	0.024	0.015	0.000	0.016	0.013	0.026	0.003	0.018	0.000	0.000	0.000	0.000	0.000	0.026	0.000	0.000	0.000	1.000	0.015	0.000	0.010	0.000	0.020	0.000	0.000	0.034	0.000	0.000	0.025	0.000	0.031	0.051	0.041	0.033	0.000	0.038	0.000	0.000	0.000	0.000	0.041	0.000	0.000	0.000	0.000	0.000	0.030	0.000	0.000	0.012	0.000	0.000	0.000	0.000	0.028
Fraud_detection_approval	0.000	0.020	0.000	0.017	0.000	0.032	0.018	0.023	0.000	0.000	0.010	0.000	0.000	0.000	0.000	0.000	0.037	0.024	0.000	0.024	0.015	1.000	0.000	0.014	0.000	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.033	0.000	0.036	0.000	0.000	0.000	0.020	0.006	0.015	0.000	0.016	0.045	0.005	0.045	0.000	0.004	0.000	0.000	0.000	0.015	0.000	0.000	0.021
Fuel_type	0.000	0.000	0.000	0.043	0.004	0.000	0.026	0.000	0.049	0.000	0.017	0.000	0.015	0.015	0.023	0.000	0.000	0.007	0.000	0.013	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.021	0.012	0.000	0.000	0.000	0.000	0.000	0.031	0.000	0.000	0.009	0.000	0.009	0.000	0.000	0.026	0.020	0.000	0.012	0.029	0.003	0.029	0.000	0.000	0.000	0.000	0.014	0.023	0.000	0.000	0.016
Incident_description	0.023	0.000	0.000	0.000	0.000	0.026	0.000	0.000	0.000	0.020	0.000	0.000	0.036	0.021	0.000	0.031	0.021	0.000	0.014	0.010	0.010	0.014	0.000	1.000	0.020	0.000	0.000	0.012	0.009	0.019	0.024	0.000	0.000	0.019	0.000	0.009	0.029	0.000	0.013	0.000	0.004	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.008	0.010	0.036	0.021	0.000	0.005	0.000	0.000	0.000	0.000
Incident_severity_level	0.000	0.000	0.000	0.014	0.039	0.037	0.000	0.000	0.004	0.000	0.007	0.000	0.000	0.023	0.027	0.000	0.000	0.018	0.000	0.019	0.000	0.000	0.000	0.020	1.000	0.000	0.000	0.017	0.000	0.031	0.000	0.000	0.000	0.005	0.000	0.037	0.000	0.000	0.020	0.000	0.000	0.023	0.004	0.000	0.023	0.018	0.023	0.012	0.023	0.034	0.016	0.000	0.019	0.026	0.012	0.000	0.000	0.010
Insurance_coverage_type	0.000	0.025	0.000	0.000	0.000	0.036	0.000	0.000	0.011	0.014	0.000	0.021	0.004	0.000	0.032	0.000	0.000	0.000	0.013	0.000	0.020	0.011	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.023	0.000	0.020	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.012	0.000	0.028	0.000	0.029	0.019	0.000	0.017	0.023	0.017	0.024	0.045	0.000	0.015	0.000	0.006	0.000	0.015	0.010
Insurance_settlement_amount	0.000	0.000	0.999	0.000	0.032	0.018	0.020	0.011	0.000	0.018	0.007	0.000	0.056	0.740	0.487	0.000	0.026	-0.002	0.002	0.028	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.653	0.000	0.000	0.000	0.024	-0.001	0.027	0.003	-0.002	0.046	0.000	0.000	0.000	0.000	0.525	0.019	0.014	0.000	0.038	0.964	-0.003	0.964	0.407	0.000	0.000	0.000	0.015	0.000	0.011	0.568	0.013
Insured_amount	0.034	0.025	0.653	0.007	0.000	0.015	0.000	0.025	0.000	0.000	0.000	0.028	0.000	0.500	0.727	0.000	0.000	-0.009	0.004	0.000	0.000	0.000	0.021	0.012	0.017	0.000	0.653	1.000	0.024	0.000	0.000	0.000	-0.005	0.000	-0.002	-0.017	0.030	0.011	0.022	0.019	0.033	0.776	0.011	0.000	0.000	0.000	0.630	-0.004	0.630	0.610	0.000	0.000	0.000	0.000	0.020	0.015	0.851	0.000
Investigation	0.000	0.000	0.000	0.000	0.044	0.000	0.014	0.022	0.000	0.000	0.000	0.020	0.019	0.000	0.016	0.003	0.012	0.000	0.000	0.000	0.034	0.000	0.012	0.009	0.000	0.000	0.000	0.024	1.000	0.000	0.021	0.000	0.000	0.029	0.000	0.033	0.000	0.000	0.000	0.023	0.000	0.000	0.000	0.000	0.024	0.000	0.020	0.000	0.020	0.008	0.006	0.014	0.012	0.006	0.008	0.019	0.000	0.009
Involvement_of_pedestrians_or_animals	0.000	0.000	0.000	0.025	0.015	0.007	0.018	0.000	0.000	0.000	0.000	0.000	0.021	0.038	0.000	0.000	0.000	0.000	0.026	0.000	0.000	0.000	0.000	0.019	0.031	0.023	0.000	0.000	0.000	1.000	0.019	0.010	0.000	0.025	0.036	0.000	0.000	0.019	0.000	0.000	0.000	0.000	0.000	0.017	0.000	0.000	0.038	0.037	0.038	0.000	0.000	0.005	0.000	0.013	0.000	0.000	0.028	0.042
License_Type	0.000	0.000	0.000	0.000	0.000	0.000	0.025	0.011	0.000	0.000	0.000	0.000	0.025	0.000	0.016	0.000	0.023	0.026	0.000	0.000	0.000	0.000	0.000	0.024	0.000	0.000	0.000	0.000	0.021	0.019	1.000	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.023	0.000	0.017	0.000	0.000	0.000	0.031	0.029	0.000	0.024	0.020	0.051	0.016
License_class_if_applicable	0.010	0.000	0.035	0.000	0.023	0.000	0.000	0.000	0.010	0.000	0.000	0.000	0.000	0.008	0.023	0.000	0.035	0.000	0.000	0.026	0.025	0.000	0.000	0.000	0.000	0.020	0.024	0.000	0.000	0.010	0.010	1.000	0.011	0.026	0.031	0.000	0.000	0.000	0.026	0.000	0.000	0.034	0.000	0.000	0.000	0.003	0.047	0.030	0.047	0.031	0.000	0.000	0.000	0.020	0.005	0.003	0.005	0.004
Loss_of_wages	0.000	0.021	-0.001	0.025	0.000	-0.001	0.000	0.000	0.021	0.000	0.034	0.024	0.000	-0.004	-0.012	0.000	0.000	-0.003	-0.005	0.011	0.000	0.000	0.000	0.000	0.000	0.000	-0.001	-0.005	0.000	0.000	0.000	0.011	1.000	0.000	0.013	-0.003	0.000	0.000	0.014	0.000	0.018	-0.008	-0.023	0.000	0.011	0.018	-0.000	-0.031	-0.000	-0.024	0.000	0.000	0.000	0.034	0.006	0.024	-0.009	0.025
Nature_of_incident	0.000	0.019	0.010	0.011	0.050	0.014	0.000	0.037	0.000	0.000	0.000	0.000	0.000	0.025	0.000	0.000	0.000	0.007	0.012	0.012	0.031	0.000	0.000	0.019	0.005	0.000	0.027	0.000	0.029	0.025	0.000	0.026	0.000	1.000	0.019	0.000	0.000	0.000	0.015	0.000	0.000	0.024	0.011	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.019	0.025	0.000	0.023
Number_of_days	0.015	0.000	0.004	0.029	0.000	-0.001	0.000	0.000	0.000	0.000	0.000	0.015	0.063	0.014	-0.002	0.054	0.000	0.019	-0.002	0.000	0.051	0.000	0.031	0.000	0.000	0.000	0.003	-0.002	0.000	0.036	0.000	0.031	0.013	0.019	1.000	-0.007	0.000	0.020	0.016	0.033	0.000	-0.016	-0.033	0.000	0.000	0.016	0.007	-0.004	0.007	-0.017	0.000	0.003	0.000	0.000	0.000	0.000	0.005	0.017
Odometer_reading	0.000	0.000	-0.002	0.037	0.000	-0.045	0.021	0.039	0.000	0.048	0.000	0.034	0.018	-0.008	-0.021	0.029	0.000	-0.016	0.013	0.000	0.041	0.033	0.000	0.009	0.037	0.000	-0.002	-0.017	0.033	0.000	0.000	0.000	-0.003	0.000	-0.007	1.000	0.022	0.016	0.000	0.000	0.039	-0.012	-0.003	0.023	0.000	0.041	-0.006	-0.009	-0.006	-0.010	0.035	0.023	0.000	0.023	0.027	0.006	-0.013	0.018
Own_Damage	0.000	0.000	0.040	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.027	0.000	0.010	0.011	0.026	0.000	0.033	0.000	0.000	0.029	0.000	0.000	0.046	0.030	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.022	1.000	0.000	0.020	0.000	0.000	0.033	0.000	0.000	0.000	0.031	0.000	0.000	0.000	0.026	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
Parts_replaced	0.000	0.000	0.000	0.000	0.015	0.000	0.000	0.024	0.000	0.000	0.019	0.000	0.000	0.018	0.026	0.018	0.009	0.000	0.000	0.013	0.000	0.036	0.009	0.000	0.000	0.000	0.000	0.011	0.000	0.019	0.000	0.000	0.000	0.000	0.020	0.016	0.000	1.000	0.012	0.000	0.000	0.013	0.000	0.000	0.000	0.015	0.000	0.000	0.000	0.000	0.018	0.000	0.000	0.028	0.000	0.000	0.022	0.000
Payment_Frequency	0.026	0.000	0.000	0.000	0.015	0.006	0.035	0.037	0.038	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.017	0.019	0.000	0.038	0.000	0.000	0.013	0.020	0.000	0.000	0.022	0.000	0.000	0.000	0.026	0.014	0.015	0.016	0.000	0.020	0.012	1.000	0.007	0.000	0.017	0.000	0.020	0.000	0.032	0.018	0.000	0.018	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.024	0.000
Payment_status	0.018	0.021	0.000	0.000	0.017	0.000	0.019	0.010	0.000	0.000	0.020	0.029	0.025	0.039	0.032	0.000	0.000	0.045	0.029	0.000	0.000	0.000	0.009	0.000	0.000	0.012	0.000	0.019	0.023	0.000	0.000	0.000	0.000	0.000	0.033	0.000	0.000	0.000	0.007	1.000	0.000	0.000	0.000	0.000	0.034	0.000	0.014	0.000	0.014	0.000	0.011	0.004	0.000	0.052	0.018	0.000	0.044	0.000
Policy_Status	0.013	0.014	0.019	0.000	0.034	0.026	0.000	0.000	0.025	0.007	0.005	0.019	0.000	0.021	0.000	0.000	0.000	0.000	0.027	0.022	0.000	0.000	0.000	0.004	0.000	0.000	0.000	0.033	0.000	0.000	0.000	0.000	0.018	0.000	0.000	0.039	0.000	0.000	0.000	0.000	1.000	0.000	0.020	0.025	0.000	0.027	0.000	0.030	0.000	0.033	0.000	0.000	0.000	0.004	0.028	0.000	0.026	0.000
Premium_amount	0.000	0.000	0.525	0.024	0.000	0.019	0.000	0.033	0.021	0.000	0.000	0.000	0.000	0.404	0.572	0.000	0.000	-0.014	-0.004	0.000	0.000	0.020	0.000	0.000	0.023	0.028	0.525	0.776	0.000	0.000	0.000	0.034	-0.008	0.024	-0.016	-0.012	0.033	0.013	0.017	0.000	0.000	1.000	0.015	0.000	0.000	0.000	0.510	-0.003	0.510	0.492	0.026	0.000	0.021	0.019	0.026	0.000	0.667	0.000
Previous_claims	0.031	0.020	0.019	0.000	0.000	-0.011	0.000	0.027	0.024	0.000	0.000	0.000	0.007	0.014	0.006	0.010	0.021	0.011	0.011	0.000	0.000	0.006	0.026	0.000	0.004	0.000	0.019	0.011	0.000	0.000	0.000	0.000	-0.023	0.011	-0.033	-0.003	0.000	0.000	0.000	0.000	0.020	0.015	1.000	0.022	0.000	0.000	0.027	0.011	0.027	0.012	0.029	0.015	0.015	0.023	0.000	0.000	0.003	0.000
Previous_traffic_violations	0.000	0.007	0.007	0.007	0.000	0.036	0.000	0.000	0.041	0.017	0.000	0.014	0.000	0.000	0.000	0.017	0.000	0.024	0.000	0.014	0.041	0.015	0.020	0.000	0.000	0.029	0.014	0.000	0.000	0.017	0.000	0.000	0.000	0.017	0.000	0.023	0.000	0.000	0.020	0.000	0.025	0.000	0.022	1.000	0.000	0.003	0.020	0.017	0.020	0.000	0.000	0.000	0.006	0.000	0.000	0.000	0.020	0.034
Red_flags	0.011	0.028	0.000	0.021	0.000	0.017	0.000	0.021	0.016	0.015	0.007	0.000	0.013	0.000	0.000	0.000	0.000	0.036	0.000	0.031	0.000	0.000	0.000	0.000	0.023	0.019	0.000	0.000	0.024	0.000	0.000	0.000	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.034	0.000	0.000	0.000	0.000	1.000	0.000	0.035	0.000	0.035	0.000	0.000	0.000	0.024	0.000	0.000	0.000	0.043	0.000
Regulatory_compliance	0.000	0.000	0.040	0.022	0.006	0.029	0.000	0.000	0.000	0.000	0.000	0.000	0.016	0.049	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.016	0.012	0.000	0.018	0.000	0.038	0.000	0.000	0.000	0.023	0.003	0.018	0.000	0.016	0.041	0.031	0.015	0.032	0.000	0.027	0.000	0.000	0.003	0.000	1.000	0.028	0.000	0.028	0.019	0.000	0.028	0.000	0.000	0.035	0.000	0.027	0.015
Repair_Cost	0.000	0.000	0.964	0.000	0.016	0.019	0.000	0.000	0.000	0.021	0.000	0.000	0.000	0.738	0.470	0.000	0.000	-0.005	-0.002	0.006	0.000	0.045	0.029	0.008	0.023	0.017	0.964	0.630	0.020	0.038	0.000	0.047	-0.000	0.000	0.007	-0.006	0.000	0.000	0.018	0.014	0.000	0.510	0.027	0.020	0.035	0.028	1.000	-0.003	1.000	0.392	0.020	0.000	0.000	0.000	0.000	0.000	0.552	0.000
Repair_duration	0.042	0.008	-0.004	0.019	0.000	0.003	0.000	0.030	0.017	0.000	0.000	0.000	0.000	-0.006	-0.020	0.000	0.019	-0.008	0.002	0.029	0.000	0.005	0.003	0.000	0.012	0.023	-0.003	-0.004	0.000	0.037	0.017	0.030	-0.031	0.000	-0.004	-0.009	0.000	0.000	0.000	0.000	0.030	-0.003	0.011	0.017	0.000	0.000	-0.003	1.000	-0.003	0.004	0.000	0.012	0.000	0.000	0.035	0.000	-0.018	0.039
Repair_estimates	0.000	0.000	0.964	0.000	0.016	0.019	0.000	0.000	0.000	0.021	0.000	0.000	0.000	0.738	0.470	0.000	0.000	-0.005	-0.002	0.006	0.000	0.045	0.029	0.008	0.023	0.017	0.964	0.630	0.020	0.038	0.000	0.047	-0.000	0.000	0.007	-0.006	0.000	0.000	0.018	0.014	0.000	0.510	0.027	0.020	0.035	0.028	1.000	-0.003	1.000	0.392	0.020	0.000	0.000	0.000	0.000	0.000	0.552	0.000
Salvage_value	0.022	0.028	0.407	0.014	0.000	-0.003	0.012	0.000	0.000	0.000	0.027	0.031	0.039	0.314	0.610	0.000	0.019	0.008	-0.000	0.030	0.030	0.000	0.000	0.010	0.034	0.024	0.407	0.610	0.008	0.000	0.000	0.031	-0.024	0.000	-0.017	-0.010	0.026	0.000	0.000	0.000	0.033	0.492	0.012	0.000	0.000	0.019	0.392	0.004	0.392	1.000	0.037	0.037	0.009	0.000	0.000	0.000	0.703	0.000
Third_Party	0.007	0.000	0.000	0.000	0.012	0.027	0.011	0.010	0.000	0.012	0.023	0.000	0.000	0.022	0.000	0.010	0.018	0.016	0.000	0.031	0.000	0.004	0.000	0.036	0.016	0.045	0.000	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.035	0.000	0.018	0.000	0.011	0.000	0.026	0.029	0.000	0.000	0.000	0.020	0.000	0.020	0.037	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
Traffic_condition_at_the_time_of_incident	0.000	0.000	0.000	0.000	0.000	0.024	0.031	0.000	0.000	0.000	0.012	0.012	0.000	0.000	0.000	0.009	0.021	0.028	0.000	0.000	0.000	0.000	0.000	0.021	0.000	0.000	0.000	0.000	0.014	0.005	0.031	0.000	0.000	0.000	0.003	0.023	0.000	0.000	0.000	0.004	0.000	0.000	0.015	0.000	0.000	0.028	0.000	0.012	0.000	0.037	0.000	1.000	0.013	0.000	0.000	0.000	0.031	0.000
Vehicle_condition	0.000	0.000	0.007	0.000	0.000	0.012	0.000	0.000	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.019	0.012	0.000	0.000	0.000	0.019	0.015	0.000	0.000	0.012	0.000	0.029	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.021	0.015	0.006	0.024	0.000	0.000	0.000	0.000	0.009	0.000	0.013	1.000	0.016	0.000	0.000	0.000	0.000
Vehicle_history_accident_repair_history	0.000	0.033	0.032	0.000	0.000	0.010	0.000	0.032	0.007	0.000	0.000	0.010	0.000	0.000	0.030	0.000	0.015	0.019	0.014	0.000	0.000	0.000	0.014	0.005	0.026	0.000	0.015	0.000	0.006	0.013	0.000	0.020	0.034	0.000	0.000	0.023	0.000	0.028	0.000	0.052	0.004	0.019	0.023	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.016	1.000	0.000	0.030	0.000	0.027
Vehicle_safety_features	0.000	0.000	0.000	0.027	0.032	0.020	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.011	0.000	0.014	0.000	0.000	0.000	0.000	0.015	0.023	0.000	0.012	0.006	0.000	0.020	0.008	0.000	0.024	0.005	0.006	0.019	0.000	0.027	0.000	0.000	0.000	0.018	0.028	0.026	0.000	0.000	0.000	0.035	0.000	0.035	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.022	0.000
Vehicle_type_sedan_SUV_etc	0.000	0.000	0.000	0.000	0.031	0.013	0.000	0.032	0.000	0.020	0.014	0.034	0.000	0.031	0.000	0.000	0.026	0.025	0.000	0.025	0.000	0.000	0.000	0.000	0.000	0.000	0.011	0.015	0.019	0.000	0.020	0.003	0.024	0.025	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.030	0.000	1.000	0.000	0.000
Vehicle_value_market_value	0.054	0.021	0.568	0.023	0.000	0.017	0.000	0.000	0.000	0.008	0.000	0.000	0.000	0.432	0.835	0.000	0.000	-0.004	0.000	0.037	0.000	0.000	0.000	0.000	0.000	0.015	0.568	0.851	0.000	0.028	0.051	0.005	-0.009	0.000	0.005	-0.013	0.000	0.022	0.024	0.044	0.026	0.667	0.003	0.020	0.043	0.027	0.552	-0.018	0.552	0.703	0.000	0.031	0.000	0.000	0.022	0.000	1.000	0.013
Weather_conditions_at_the_time_of_the_accident	0.000	0.002	0.022	0.009	0.012	0.023	0.011	0.000	0.025	0.000	0.000	0.000	0.000	0.017	0.000	0.000	0.000	0.013	0.017	0.000	0.028	0.021	0.016	0.000	0.010	0.010	0.013	0.000	0.009	0.042	0.016	0.004	0.025	0.023	0.017	0.018	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.034	0.000	0.015	0.000	0.039	0.000	0.000	0.000	0.000	0.000	0.027	0.000	0.000	0.013	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Policy_number	Coverage	Coverage_Add_Ons	Policy_Status	Insured_amount	Premium_amount	Issuance_date	Payment_status	Payment_Frequency	Policy_renewal_date	Claimant_age	Claimant_driver_history	Vehicle_condition	Vehicle_value_market_value	Vehicle_type_sedan_SUV_etc	Vehicle_history_accident_repair_history	Fuel_type	Insurance_coverage_type	Odometer_reading	Vehicle_safety_features	Location	Nature_of_incident	Incident_severity_level	Weather_conditions_at_the_time_of_the_accident	Traffic_condition_at_the_time_of_incident	Incident_description	Involvement_of_pedestrians_or_animals	Cause_of_incident	Damage_to_property_outside_the_vehicle	Own_Damage	Third_Party	Comprehensive	Extent_of_damage	Repair_estimates	Repair_Cost	Depreciation	Salvage_value	Parts_replaced	Insurance_settlement_amount	Repair_duration	Driving_License	RC_Book	Claim_amount	Deductibles	Previous_claims	Claim_status	Disability_status	Loss_of_wages	Red_flags	Investigation	Regulatory_compliance	Court_cases	Fraud_detection	Claims_approval_status	Final_settlement_approval	Claim_verification	Fraud_detection_approval	Driver_license	Driver_history	Driving_experience	Previous_traffic_violations	License_expiry_date	Alcohol_drug_test_results	License_class_if_applicable	License_Type	Number_of_days
0	POL91142091	1	3	2	1788284	1.958701	2025-03-10	0	3	2025-12-20	67	1 accident	1	3.136915	0	1 accident	1	0	88553	Airbags, ABS	Lake Michael	3	2	1	Moderate	Scratched car	Yes	3	No	True	False	True	38942	2.311191	2.311191	2.456686	2.076175	Roof panel	1.909762	3	DL8020609543	RC7497152834	1.901035	1.174096	1	0	False	43001	True	Closed	Compliant	True	Failed	Approved	True	1	1	DL1927770604	1	6	1 parking violation	2025-05-25	1	0	Permanent	253
1	POL99025488	2	2	0	1268543	0.428941	2024-07-07	1	0	2025-12-09	31	2 minor accidents	0	0.780428	0	No accidents	1	1	62446	Airbags, ABS	Atkinsontown	2	0	3	Light	Hit by a truck	No	1	Yes	True	False	True	40537	1.149248	1.149248	-0.384861	1.173142	Left side mirror	2.035108	8	DL7077290714	RC9661080351	1.998966	0.821012	5	1	True	42868	True	Under process	Non-compliant	False	Passed	Rejected	False	1	0	DL8476940969	1	1	1 speeding	2027-01-28	1	1	Learning	592
2	POL23635842	0	3	1	660740	-0.633967	2024-06-17	0	4	2025-07-27	36	Clean	0	-0.728936	2	1 repair	0	0	46778	Airbags, ABS	Port Vanessa	3	2	4	Light	Rear-ended car	Yes	0	No	True	False	True	20171	-1.208156	-1.208156	-0.564465	-0.111614	Rear bumper	-1.226078	10	DL0670616572	RC4001294311	-1.229284	-0.894935	2	2	False	37440	True	Under process	Non-compliant	True	Passed	Approved	True	1	0	DL3072939753	2	15	1 speeding	2029-09-13	0	0	Learning	363
3	POL67645878	0	2	1	1073115	0.552870	2024-06-15	0	2	2026-06-19	25	One speeding ticket	1	0.266306	0	1 accident	0	1	67979	Airbags, ABS, Parking Sensors	Lake Stephanieville	4	2	3	Moderate	Pedestrian hit	No	3	No	True	False	True	23617	-1.208769	-1.208769	0.422786	1.602588	Left fender	-1.117979	5	DL1103018486	RC3296984930	-1.129294	-0.950512	3	1	True	23778	False	Pending	Compliant	False	Failed	Approved	True	0	1	DL8035241735	3	11	1 parking violation	2025-05-26	0	1	Learning	360
4	POL63547538	1	3	0	592923	-1.096164	2024-08-22	1	2	2026-03-23	21	2 minor accidents	1	-0.804181	0	1 repair	1	1	83610	Airbags, ABS	New James	2	2	2	Heavy	Pedestrian hit	No	3	Yes	False	False	True	17088	-1.101964	-1.101964	-0.575280	-0.874440	Left fender	-1.128830	6	DL4565815686	RC5883571271	-1.148253	-1.087915	5	0	True	32174	False	Closed	Compliant	False	Failed	Approved	False	0	1	DL1710473124	0	11	1 parking violation	2026-09-20	0	1	Learning	312
5	POL63652428	1	1	2	410763	-1.275746	2024-10-01	1	4	2026-11-05	61	Clean	1	-0.909606	0	1 accident	1	0	65550	Airbags, ABS, EBD	Shieldsberg	4	1	3	Moderate	Rear-ended car	No	3	No	False	True	True	46695	-0.773545	-0.773545	-0.337210	-1.041696	Rear bumper	-0.731824	10	DL0540514387	RC4037615510	-0.757035	-0.907511	5	2	False	14214	True	Under process	Compliant	True	Passed	Rejected	True	0	0	DL1524982531	1	1	No violations	2028-02-08	1	1	Learning	222
6	POL79963512	1	4	0	1535163	-0.331698	2025-03-09	1	2	2026-10-02	32	One speeding ticket	0	0.844349	1	1 accident	0	0	61735	Airbags, ABS, EBD	Lake Robert	1	0	4	Moderate	Stolen vehicle	Yes	3	No	False	False	False	15132	1.445587	1.445587	0.458092	-0.828114	Left side mirror	2.670050	2	DL2976563578	RC7713712301	2.708927	2.460039	2	1	False	34694	False	Under process	Non-compliant	True	Failed	Rejected	True	0	0	DL3617075167	1	6	2 accidents	2026-09-11	1	1	Permanent	308
8	POL95930571	1	1	0	554006	-0.478901	2024-03-18	0	1	2026-10-11	69	2 minor accidents	1	-0.425557	2	1 accident	0	1	37879	Airbags, ABS, EBD	West Chadstad	4	1	4	Heavy	Stolen vehicle	Yes	0	No	True	False	False	24490	-0.895410	-0.895410	-0.665776	0.426528	Windshield	-0.803826	3	DL9457306658	RC7088645582	-0.827599	-0.934021	2	0	True	18041	False	Closed	Compliant	True	Failed	Rejected	True	0	1	DL7053579378	1	3	1 speeding	2026-03-04	0	0	Learning	216
9	POL87847933	2	0	0	788504	0.377011	2024-06-08	1	2	2026-04-19	39	One speeding ticket	0	-0.463872	2	No accidents	0	1	89559	Airbags, ABS, Reverse Sensors	East Benjamin	0	1	4	Light	Hit by a truck	No	3	Yes	True	False	True	25681	-0.310853	-0.310853	-0.056061	-0.944021	Front left door	-0.296486	1	DL9018800922	RC9196612084	-0.327791	-0.705660	1	1	True	26021	True	Under process	Compliant	True	Failed	Rejected	False	1	0	DL2015263129	0	20	No violations	2025-06-24	1	1	Permanent	493
11	POL06590477	1	0	2	999900	0.348822	2024-08-25	0	3	2027-03-18	45	2 minor accidents	0	0.421587	1	No accidents	1	1	22593	Airbags, ABS, Parking Sensors	East Laurie	4	1	4	Heavy	Scratched car	No	0	Yes	False	True	False	41270	-0.598067	-0.598067	0.462846	-0.813729	Front left door	-0.614362	7	DL3087333074	RC1803236725	-0.621433	-0.536006	4	1	False	26496	True	Pending	Non-compliant	True	Passed	Approved	False	1	1	DL4764869171	0	19	2 accidents	2028-05-26	1	0	Learning	299

	Policy_number	Coverage	Coverage_Add_Ons	Policy_Status	Insured_amount	Premium_amount	Issuance_date	Payment_status	Payment_Frequency	Policy_renewal_date	Claimant_age	Claimant_driver_history	Vehicle_condition	Vehicle_value_market_value	Vehicle_type_sedan_SUV_etc	Vehicle_history_accident_repair_history	Fuel_type	Insurance_coverage_type	Odometer_reading	Vehicle_safety_features	Location	Nature_of_incident	Incident_severity_level	Weather_conditions_at_the_time_of_the_accident	Traffic_condition_at_the_time_of_incident	Incident_description	Involvement_of_pedestrians_or_animals	Cause_of_incident	Damage_to_property_outside_the_vehicle	Own_Damage	Third_Party	Comprehensive	Extent_of_damage	Repair_estimates	Repair_Cost	Depreciation	Salvage_value	Parts_replaced	Insurance_settlement_amount	Repair_duration	Driving_License	RC_Book	Claim_amount	Deductibles	Previous_claims	Claim_status	Disability_status	Loss_of_wages	Red_flags	Investigation	Regulatory_compliance	Court_cases	Fraud_detection	Claims_approval_status	Final_settlement_approval	Claim_verification	Fraud_detection_approval	Driver_license	Driver_history	Driving_experience	Previous_traffic_violations	License_expiry_date	Alcohol_drug_test_results	License_class_if_applicable	License_Type	Number_of_days
4990	POL30580600	2	1	0	321411	-0.841532	2024-08-13	1	4	2026-12-20	69	Clean	0	-1.059810	0	1 accident	0	1	73876	Airbags, ABS, Parking Sensors	Chavezstad	3	0	2	Heavy	Pedestrian hit	Yes	1	No	True	True	False	43757	-0.914285	-0.914285	-0.783520	-0.671982	Rear bumper	-0.804142	6	DL7426975191	RC6145910449	-0.813453	-0.702477	2	2	False	35500	False	Under process	Compliant	False	Passed	Rejected	False	1	1	DL0626557668	3	15	1 speeding	2029-09-01	1	1	Learning	168
4991	POL92093526	0	4	0	832022	-0.779671	2024-10-18	1	2	2025-12-22	20	2 minor accidents	1	-0.119041	2	No accidents	1	0	45242	Airbags, ABS, EBD	Alexandramouth	3	0	3	Light	Scratched car	No	2	No	True	True	False	15028	0.754726	0.754726	-0.612807	-1.003368	Left side mirror	0.736799	1	DL2352832899	RC7609241618	0.843997	2.224789	1	1	False	47046	True	Pending	Non-compliant	True	Failed	Rejected	False	0	0	DL1121148916	3	18	1 speeding	2026-09-07	0	0	Permanent	281
4992	POL39532720	1	2	2	1815048	3.070436	2025-01-13	0	4	2026-04-24	23	2 minor accidents	1	1.749753	1	1 accident	0	1	68180	Airbags, ABS, Reverse Sensors	East Francesport	4	1	3	Light	Stolen vehicle	No	2	Yes	False	False	True	27703	0.492677	0.492677	2.362897	0.220863	Left side mirror	0.676503	9	DL9994345915	RC7114552979	0.766946	1.914810	2	1	True	34179	True	Closed	Non-compliant	True	Passed	Rejected	False	0	1	DL3632754162	2	20	No violations	2029-05-08	1	1	Learning	432
4993	POL67999350	2	0	0	1777080	2.133474	2024-05-05	0	1	2027-03-04	22	1 accident	1	0.477369	2	1 repair	1	0	56236	Airbags, ABS, EBD	Reynoldsburgh	1	0	4	Heavy	Hit by a truck	Yes	1	No	True	False	False	39367	0.200155	0.200155	-0.024949	1.122310	Roof panel	-0.013061	1	DL5557569536	RC2789413212	0.026912	0.631581	2	0	True	30476	False	Under process	Compliant	True	Passed	Approved	False	0	1	DL9215521935	2	6	1 speeding	2030-01-23	1	1	Permanent	366
4994	POL89996613	0	2	1	1027162	0.100552	2024-10-29	1	2	2026-04-14	67	One speeding ticket	0	0.459138	2	1 repair	0	0	49033	Airbags, ABS, Reverse Sensors	New Theresaport	0	1	3	Moderate	Hit by a truck	No	3	No	True	False	False	35445	1.740476	1.740476	0.291816	-0.390660	Left side mirror	1.041745	8	DL6797043882	RC5561385063	1.146376	2.393451	5	0	False	29872	False	Under process	Non-compliant	True	Passed	Approved	False	1	0	DL6112681274	3	13	1 parking violation	2026-08-14	1	0	Learning	123
4995	POL11409221	2	3	2	337237	-0.781636	2024-10-23	1	0	2026-11-19	50	2 minor accidents	0	-1.442376	0	No accidents	0	1	52415	Airbags, ABS	New Rhondaberg	0	2	4	Moderate	Pedestrian hit	No	0	Yes	True	True	True	45441	-1.099414	-1.099414	-1.317728	-0.988039	Left side mirror	-0.939502	10	DL3951843345	RC4320658495	-0.966227	-1.074660	4	0	False	43392	True	Closed	Compliant	True	Passed	Approved	False	1	1	DL3169899859	3	6	1 speeding	2028-02-25	0	0	Permanent	591
4996	POL82981679	2	2	1	1879533	2.192231	2024-05-25	1	1	2026-06-01	54	2 minor accidents	0	1.552355	2	1 repair	1	0	68690	Airbags, ABS, Reverse Sensors	Brianstad	4	0	1	Light	Pedestrian hit	No	3	Yes	False	False	True	20760	1.819407	1.819407	2.730523	2.813459	Left side mirror	1.826726	9	DL0753073487	RC4679037454	1.759955	0.186808	0	1	True	44018	False	Closed	Compliant	False	Failed	Rejected	True	1	1	DL9459174444	2	2	No violations	2027-11-12	1	0	Permanent	457
4997	POL39687151	2	4	1	393402	-1.030941	2024-05-31	0	1	2026-02-18	44	1 accident	1	-1.040919	2	1 accident	0	1	34504	Airbags, ABS	Hannahstad	2	0	4	Heavy	Stolen vehicle	No	0	Yes	True	True	True	38300	-1.202576	-1.202576	-0.502655	-0.931232	Rear bumper	-1.202396	8	DL6471626174	RC4896238403	-1.223656	-1.167967	4	0	False	13581	False	Closed	Compliant	True	Failed	Rejected	False	0	0	DL8124353380	2	2	1 speeding	2030-02-15	1	0	Permanent	273
4998	POL47765787	1	4	2	438323	-0.872048	2024-10-07	0	0	2026-07-14	52	1 accident	0	-0.970116	2	1 accident	0	0	82407	Airbags, ABS, Parking Sensors	Frederickchester	0	2	1	Light	Pedestrian hit	No	3	Yes	False	False	True	33527	-0.705796	-0.705796	-0.666540	-1.029920	Left side mirror	-0.923054	2	DL4088810832	RC3330563246	-0.910870	-0.439829	3	0	True	46392	False	Closed	Compliant	False	Passed	Approved	True	1	0	DL0364163700	0	7	No violations	2026-11-27	0	0	Permanent	554
4999	POL69507199	1	4	2	1703620	0.630454	2024-05-10	0	1	2026-04-02	34	2 minor accidents	1	1.630960	0	1 accident	0	0	23831	Airbags, ABS, Reverse Sensors	Moonville	4	0	2	Heavy	Hit by a truck	No	0	No	False	False	True	16049	1.097056	1.097056	2.766917	1.376949	Rear bumper	2.064799	10	DL6324791879	RC4892090650	2.008644	0.520740	0	2	False	24576	True	Closed	Compliant	False	Passed	Rejected	True	1	0	DL7019159225	3	12	1 speeding	2027-04-08	0	0	Learning	638

Overview

Variables

Most occurring characters

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(unknown)

Most occurring scripts

Most frequent character per script

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Most occurring blocks

Most frequent character per block

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Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)